Duplicate from mattmdjaga/fashion_search

Co-authored-by: Mateusz Dziemian <mattmdjaga@users.noreply.huggingface.co>

.gitattributes

@@ -0,0 +1,34 @@
+*.7z filter=lfs diff=lfs merge=lfs -text
+*.arrow filter=lfs diff=lfs merge=lfs -text
+*.bin filter=lfs diff=lfs merge=lfs -text
+*.bz2 filter=lfs diff=lfs merge=lfs -text
+*.ckpt filter=lfs diff=lfs merge=lfs -text
+*.ftz filter=lfs diff=lfs merge=lfs -text
+*.gz filter=lfs diff=lfs merge=lfs -text
+*.h5 filter=lfs diff=lfs merge=lfs -text
+*.joblib filter=lfs diff=lfs merge=lfs -text
+*.lfs.* filter=lfs diff=lfs merge=lfs -text
+*.mlmodel filter=lfs diff=lfs merge=lfs -text
+*.model filter=lfs diff=lfs merge=lfs -text
+*.msgpack filter=lfs diff=lfs merge=lfs -text
+*.npy filter=lfs diff=lfs merge=lfs -text
+*.npz filter=lfs diff=lfs merge=lfs -text
+*.onnx filter=lfs diff=lfs merge=lfs -text
+*.ot filter=lfs diff=lfs merge=lfs -text
+*.parquet filter=lfs diff=lfs merge=lfs -text
+*.pb filter=lfs diff=lfs merge=lfs -text
+*.pickle filter=lfs diff=lfs merge=lfs -text
+*.pkl filter=lfs diff=lfs merge=lfs -text
+*.pt filter=lfs diff=lfs merge=lfs -text
+*.pth filter=lfs diff=lfs merge=lfs -text
+*.rar filter=lfs diff=lfs merge=lfs -text
+*.safetensors filter=lfs diff=lfs merge=lfs -text
+saved_model/**/* filter=lfs diff=lfs merge=lfs -text
+*.tar.* filter=lfs diff=lfs merge=lfs -text
+*.tflite filter=lfs diff=lfs merge=lfs -text
+*.tgz filter=lfs diff=lfs merge=lfs -text
+*.wasm filter=lfs diff=lfs merge=lfs -text
+*.xz filter=lfs diff=lfs merge=lfs -text
+*.zip filter=lfs diff=lfs merge=lfs -text
+*.zst filter=lfs diff=lfs merge=lfs -text
+*tfevents* filter=lfs diff=lfs merge=lfs -text

README.md

@@ -0,0 +1,14 @@
+---
+title: Fashion Search
+emoji: ⚡
+colorFrom: indigo
+colorTo: blue
+sdk: gradio
+sdk_version: 3.11.0
+app_file: app.py
+pinned: false
+license: gpl-3.0
+duplicated_from: mattmdjaga/fashion_search
+---
+
+Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference

app.py

@@ -0,0 +1,669 @@
+import gradio as gr
+import torch
+from PIL import Image
+import torch.nn.functional as F
+import numpy as np
+import pickle
+import json
+import requests
+from transformers import CLIPProcessor, AutoModelForSemanticSegmentation, AutoFeatureExtractor, CLIPModel
+from torch import nn
+import io
+
+# Initialize the models using huggingface
+
+device = "cuda" if torch.cuda.is_available() else "cpu"
+# Load the CLIP model from hugging face
+clip_hg = CLIPModel.from_pretrained("openai/clip-vit-base-patch32").to(device).eval()
+processor_hg = CLIPProcessor.from_pretrained("openai/clip-vit-base-patch32")
+seg_hg = AutoModelForSemanticSegmentation.from_pretrained('mattmdjaga/segformer_b2_clothes').to(device).eval()
+extractor_hg = AutoFeatureExtractor.from_pretrained('mattmdjaga/segformer_b2_clothes', reduce_labels=False)
+
+# Load the data and normalize the embeddings just in case. 
+features = torch.load('features.pt').to(device)
+features_main = F.normalize(features)
+item_embeddings = torch.load('item_embeds.pt').to(device)
+item_embeddings = F.normalize(item_embeddings)
+url_list_main = pickle.load(open('new_url_list.pt','rb'))
+clothes_tree = json.load(open('clothes_tree_new_data.json'))
+rec_dic = json.load(open('top5_mini_new.json'))
+
+# URL for an image if no image is selected
+url = 'https://bitsofco.de/content/images/2018/12/Screenshot-2018-12-16-at-21.06.29.png'
+
+# Set up all the variables
+
+label =  ['Background', 'Hat', 'Hair', 'Sunglasses', 'Upper-clothes', 'Skirt', 'Pants', 'Dress', 'Belt',
+                  'Left-shoe', 'Right-shoe', 'Face', 'Left-leg', 'Right-leg', 'Left-arm', 'Right-arm', 'Bag', 'Scarf']
+
+
+clothing_type = ['top', 'bottom', 'dress']
+top_type = ['t-shirt', 'tank top', 'blouse', 'sweater', 'hoodie', 'cardigan','turtleneck','blazer','polo','collar shirt','knitwear',
+    'tuxedo', 'Compression top','duffle coat', 'peacoat', 'long coat', 'trench coat',
+    'biker jacket', 'blazer', 'bomber jacket', 'hooded jacket', 'leather jacket', 'military jacket', 'down jacket', 'shirt jacket',
+    'suit jacket', 'dinner jacket', 'gillet', 'track jacket'
+    ]
+bottom_type = ['skirt', 'leggings', 'sweatpants', 'skinny pants', 'tailored pants', 'track pants', 'wide-leg pants'
+    , 'cargo shorts', 'denim shorts', 'track shorts', 'compression shorts', 'cycling shorts','denim pants',
+    'cargo pants', 'chino pants', 'chino shorts'
+    ]
+dress_type = ['casual dress', 'cocktail dress', 'evening dress', 'maxi dress', 'mini dress', 'party dress', 'sundress']
+styles = ['plain','polka dot','striped','floral','checkered','zebra print','leopard print','plaid','paisley']
+colors = ['blue','red','pink','orange','yellow','purple','gold','white','off white','black','grey','green','brown','beige','cream','navy','maroon']
+
+top_list = [f"{t}, {color}, {style}" for t in top_type for style in styles for color in colors]
+bottom_list =  [f"{t}, {color}, {style}" for t in bottom_type for style in styles for color in colors]
+dress_list =  [f"{t}, {color}, {style}" for t in dress_type for style in styles for color in colors]
+all_items = top_list + bottom_list + dress_list
+
+
+clothing_type = ['top', 'bottom', 'dress']
+all_types = {'top' :top_type,
+    'bottom' : bottom_type,
+    'dress':dress_type}
+patterns_list = styles.copy()
+colors_list = colors.copy()
+
+clicks = 0
+c_types = []
+types = []
+colors = []
+patterns = []
+new_files = []
+out = []
+
+
+clothes_click = 0
+global_mask = None
+mask_choice = 'Clothes'
+
+# Define all needed functions
+
+def find_closest(target_feature, features):
+    '''
+    Purpose: Find the closest embedding to the given image embedding
+    Inputs: 
+        target_feature (tenosr): embedding of our search item
+        features (tensor): embedding of all the items in the dataset
+    Outputs:
+    group_sorted_indices (list): indicies of the closest items in a sorted order
+    '''
+    cos_similarity = features.to(torch.float32) @ target_feature.to(torch.float32).T
+    group_sorted_indices = torch.argsort(cos_similarity, descending=True,dim=0).squeeze(1).cpu().tolist()
+    return group_sorted_indices
+
+
+def filter_function(choices):
+    '''
+    Purpose: Find a list of items that match the given filters
+    Inputs:
+        choices (list): list of filters
+    Outputs:
+        Upating the choices of filters
+    '''
+    # Import the global variables
+    global clicks
+    global c_types
+    global types
+    global colors
+    global patterns
+    global new_files
+    new_choices = []
+
+    # Clicks is just a reference to how far we are in the filter tree
+    # We keep going down and saving the selected options until we reach the end
+    # Then we add items which had the desired filters to the new_choices list
+    # This is then used to filter out the items that don't match the filters in search
+
+    if clicks == 0:
+        temp_choices = [choice for choice in choices if choice in clothing_type]
+        if len(temp_choices) == 0:
+            temp_choices = clothing_type
+        for choice in temp_choices:
+            c_types.append(choice)
+            new_choices.extend(list(clothes_tree[choice].keys()))
+
+    if clicks == 1:
+        temp_choices = [choice for c_type in c_types for choice in choices if choice in all_types[c_type]]
+        if len(temp_choices) == 0:
+            types = []
+            for c_type in c_types:
+                types.extend([(t,c_type) for t in clothes_tree[c_type].keys()])
+        for choice in temp_choices:
+            if choice in clothes_tree['top']:
+                types.append((choice,'top'))
+            elif choice in clothes_tree['bottom']:
+                types.append((choice,'bottom'))
+            else :
+                types.append((choice,'dress'))
+        new_choices = list(clothes_tree['top']['t-shirt'].keys())
+
+    if clicks == 2:
+        temp_choices = [choice for choice in choices if choice in colors_list]
+        if len(temp_choices) == 0:
+            colors = colors_list.copy()
+        for choice in temp_choices:
+            colors.append(choice)
+        new_choices = list(clothes_tree['top']['t-shirt']['red'].keys())
+
+    if clicks == 3:
+        temp_choices = [choice for choice in choices if choice in patterns_list]
+        if len(temp_choices) == 0:
+            patterns = patterns_list.copy()
+        for choice in temp_choices:
+            patterns.append(choice)
+        for type_,c_type in types:
+            for color in colors:
+                for pattern in patterns:
+                    new_files.extend(clothes_tree[c_type][type_][color][pattern])
+        clicks += 1
+        new_choices = ['Press Search to use the set filter. Dont press this button']
+        return gr.update(choices=new_choices, label='Press Search to use the filter or press filter to reset the filter')
+    if clicks == 4:
+        c_types.clear()
+        types.clear()
+        colors.clear()
+        patterns.clear()
+        new_files.clear()
+        clicks = 0
+        new_choices = ['top','bottom','dress']
+
+        return gr.update(choices=new_choices,label='Select the type of clothing you want to search for')
+    clicks += 1
+    return gr.update(choices=new_choices)
+
+def set_theme(theme):
+    '''
+    Purpose: Set the theme using filters
+    Inputs:
+        theme (string): theme to be set
+    Outputs:
+        Upadting to show the chosen theme
+    '''
+    global new_files
+    new_files.clear()
+
+    # Here we just manually set the filters to the desired theme
+    # Then we just find images with the desired filters
+
+    if theme == 'Red carpet':
+        types = [('evening dress','dress'), ('tuxedo','top'), ('suit jacket','top'), ('dinner jacket','top'),('maxi dress','dress')]
+        colors = ['red','purple','gold','white','off white','black','beige','cream','navy','maroon']
+        patterns = ['plain']
+    elif theme == 'Sports':
+        types = [ ('track shorts','bottom'), ('track pants','bottom'), ('track jacket','top'),
+            ('Compression top','top'),('cycling shorts','bottom'),('compression shorts','bottom'),('tank top','top')]
+        colors = colors_list.copy()
+        patterns = patterns_list.copy()#
+    elif theme =='My preference':
+        types = [('evening dress','dress'), ('tuxedo','top'), ('suit jacket','top'), ('dinner jacket','top'),('maxi dress','dress')]
+        colors = ['red','purple','gold']
+        patterns = ['plain','zebra print']
+    else:
+        return gr.update(label='Chosen theme: None')
+    for type_,c_type in types:
+        for color in colors:
+            for pattern in patterns:
+                new_files.extend(clothes_tree[c_type][type_][color][pattern])
+    return gr.update(label='Chosen theme: '+theme)
+    
+
+def segment(img):
+    '''
+    Purpose: Segment the image to get the mask
+    Inputs:
+        img(pil image): image to be segmented
+    Outputs:
+        img(pil image): original image
+        arr(numpy array): array of image
+        pred_seg(tensor): mask
+    '''
+
+    # Get the segmentation mask then umsample it to the original size
+
+    encoding = extractor_hg(img.convert('RGB'), return_tensors="pt")
+    pixel_values = encoding.pixel_values.to(device)
+    outputs = seg_hg(pixel_values=pixel_values)
+    logits = outputs.logits.cpu()
+    upsampled_logits = nn.functional.interpolate(
+        logits,
+        size=img.size[::-1],
+        mode="bilinear",
+        align_corners=False,
+    )
+
+    pred_seg = upsampled_logits.argmax(dim=1)[0]
+    arr_img = np.array(img)
+    return img, arr_img, pred_seg
+
+def clean_img(img):
+    '''
+    Purpose: Clean the image to remove the chosen items
+    Inputs:
+        img(numpy array): image to be cleaned
+    Outputs:
+        img(numpy array): cleaned image
+    '''
+
+    # Here we remove pixels whihc are not in our desired class
+
+    global global_mask
+    global mask_choice
+    bad = []
+    mask_size = global_mask.shape
+    img_size = img.shape[:2]
+    if img_size != mask_size:
+        return img
+    if mask_choice=='Person':
+        bad.append(0)
+    elif mask_choice=='Clothes':
+        bad.extend([0,2,15,14,13,12,11])
+    elif mask_choice=='Upper Body/Dress':
+        bad.extend([0,5,6,9,10,12,13,16])
+    elif mask_choice=='Lower Body':
+        bad.extend([0,1,2,3,4,7,8,11,14,15,16])
+    elif mask_choice=='Upper Body/Dress, no person':
+        bad.extend([0,1,2,15,11,14,5,6,9,10,12,13,16,3])
+    for i in bad:
+        global_mask[global_mask==i] = 50
+    img[global_mask==50] = 255
+    return img
+
+
+def label_to_rec_lables (label):
+    '''
+    Purpose: Use the label to get the corresponding reccomendation labels
+    Inputs:
+        label(string): label of the image
+    Outputs:
+        rec_labels(list): list of reccomendation labels
+    '''
+
+    # This function is used to get the reccomendation labels to then
+    # filter the reccomendation search to them
+
+    labels = label.split(',')
+    new_label = rec_dic[','.join(labels[:2])]
+    print('Reccomendation label: ',new_label)
+    n = 5 if len(new_label) >= 5 else len(new_label)
+    labels = []
+    labels = [new_label[i][0].split(',') for i in range(n)]
+    chosen = []
+    c_types = ['top','bottom','dress']
+    for item in labels:
+
+        label_type = item[0]
+        label_color = item[1].strip()
+        for c_type in c_types:
+            if label_type in all_types[c_type]:
+                item_type = c_type
+                chosen.append([item_type,label_type,label_color])
+    print('Chosen: ',chosen)
+    return chosen
+
+
+def filter_features(labels, rec=False, rec_items=None):
+    '''
+    Purpose: Filter the features to only contain the chosen label
+    Inputs:
+        labels(str): label string
+        rec(bool): if the function is called from the recommendation function
+        rec_items(list): list containing the label info
+    Outputs:
+        url_list(list): list of urls after filtering
+        features(tensor): features after filtering
+        '''
+    global url_list_main
+    global features_main
+
+    # Here we filter the features to only contain the desired labels and 
+    # also provide the new url list
+
+    labels = labels.split(',')
+    label_type = labels[0]
+    label_color = labels[1].strip()
+    c_types = ['top', 'bottom', 'dress']
+    for c_type in c_types:
+        if label_type in all_types[c_type]:
+            item_type = c_type
+    new_list = set()
+    if rec:
+        item_type = rec_items[0]
+        label_type = rec_items[1]
+        label_color = rec_items[2]
+        for pattern in patterns_list:
+            new_list.update(clothes_tree[item_type][label_type][label_color][pattern])
+    else:
+        #for color in colors_list:
+        color = label_color
+        for pattern in patterns_list:
+            new_list.update(clothes_tree[item_type][label_type][color][pattern])
+    new_files = list(new_list)
+    temp_url = []
+    temp_features = torch.zeros(len(new_files), 512).to(device)
+    for c,i in enumerate(new_files):
+        temp_url.append(url_list_main[i])
+        temp_features[c] = features_main[i]
+    url_list = temp_url
+    features = temp_features.to(torch.float32)
+    return url_list, features
+    
+def get_image_from_url(idx,url_list,items=5):
+    '''
+    Purpose: Get a list of images from the url list using the indecies
+    Inputs:
+        idx(list): list of indecies
+        url_list(list): list of urls
+        items(int): number of images to return
+    Outputs:
+        images(list): list of images
+    '''
+
+    # Looping until we have the desired number of images
+
+    res = []
+    i = 0
+    n = 15 if len(idx) > 15 else len(idx)
+    while len(res) != items and i != n:
+        try:
+            req = requests.get(url_list[idx[i]],stream=True,timeout=5)
+            img = Image.open(req.raw).convert('RGB')
+            img = np.array(img)
+            res.append(img)
+            i += 1
+        except:
+            print('Error with: ' + url_list[i])
+            i += 1
+            continue
+    return res
+
+def get_label(img):
+    '''
+    Purpose: Get the label of the image
+    Inputs:
+        img(numpy array or pil image): image to get label of
+    Outputs:
+        label(string): label of the image
+    '''
+    img_features = processor_hg(images=img, return_tensors="pt", padding=True).to(device)
+    with torch.no_grad():
+        img_features = clip_hg.get_image_features(**img_features)
+    idx = find_closest(img_features,item_embeddings)[0]
+    label = all_items[idx]
+    return label
+
+def resize_img(img,thresh=384):
+    '''
+    Purpose: Resize the image to have the largest dimension be thresh
+    Inputs:
+        img(pil image): image to resize
+        thresh(int): threshold for the largest dimension
+    Outputs:
+        img(pil image): resized image
+    '''
+    size = img.size
+    larger_dim = 0 if size[0] > size[1] else 1
+    if size[larger_dim] > thresh:
+        size = (int(size[0] * thresh / size[larger_dim]), int(size[1] * thresh / size[larger_dim]))
+        img = img.resize(size)
+    return img
+
+def segment_function(choice):
+    '''
+    Purpose: Set the mask choice so that it can be called during search
+    Inputs:
+        choice(string): mask choice
+    Outputs:
+        None
+    '''
+    global mask_choice
+    mask_choice = choice
+    return gr.update(label =f'Selection: {choice}')
+
+
+def rec_function(option):
+    '''
+    Purpose: using an image to get a reccomendation return that image and the reccomendations
+    Inputs:
+        option(int): option to use
+    Outputs:
+        rec_out(list): list of images
+        temp_out(numpy array): choice image
+    '''
+    global out
+    global url_list_main
+    global features_main
+
+    # Here we get the items which should be reccomended based on the 
+    # chosen image. Then we find the closest items to the chosen image
+    # out of the reccomended items. Finally we crop the images so that
+    # we only see the reccomended items in the output
+
+    if not out:
+        req = requests.get(url,stream=True)
+        img = np.array(Image.open(req.raw).convert('RGB'))
+        rec_out = [img]*5
+        return rec_out
+    img = Image.fromarray(out[option])
+    choice_img = resize_img(img)
+    label = get_label(choice_img)
+    target_labels = label_to_rec_lables(label)
+    temp_out = []
+    img_features = processor_hg(images=choice_img, return_tensors="pt", padding=True).to(device)
+    with torch.no_grad():
+        img_features = clip_hg.get_image_features(**img_features)
+    n = len(target_labels)
+    if n == 1:
+        return_items = 5
+    elif n == 2:
+        return_items = 3
+    elif n == 3:
+        return_items = 2
+    else:
+        return_items = 1
+    for item in target_labels:
+        url_list, features = filter_features(label, rec=True, rec_items=item)
+        idx = find_closest(img_features, features)[:5]
+        temp_out.extend(get_image_from_url(idx,url_list,items=return_items))
+    rec_out = []
+    for temp_img in temp_out:
+        temp_img = resize_img(Image.fromarray(temp_img))
+        img, seg_img, out_mask = segment(temp_img)
+     
+        label_type = label.split(',')[0].strip()
+        bad = []
+        if label_type in top_type or label_type in dress_type:
+            bad.extend([0,1,2,3,4,7,8,11,14,15,16])
+        elif label_type in bottom_type:
+            bad.extend([0,5,6,9,10,12,13,16])
+        for i in bad:
+            out_mask[out_mask==i] = 50
+        img = np.array(img)
+        img[out_mask==50] = 255
+        h, w = img.shape[:2]
+        # find the highest and lowest y-coordinates where the pixel is not white
+        top = 0
+        bottom = h
+        for i in range(h):
+            if np.all(img[i] == 255):
+                top = i
+            else:
+                break
+        for i in range(h-1, 0, -1):
+            if np.all(img[i] == 255):
+                bottom = i
+            else:
+                break
+        # find the highest and lowest x-coordinates where the pixel is not white
+        left = 0
+        right = w
+        for i in range(w):
+            if np.all(img[:, i] == 255):
+                left = i
+            else:
+                break   
+        for i in range(w-1, 0, -1):
+            if np.all(img[:, i] == 255):
+                right = i
+            else:
+                break
+        # crop the image
+        # add 10 pixels to the top and bottom if those are not the edges of the image
+        if top - 10 > 0:
+            top -= 10
+        if bottom  + 10 < h:
+            bottom += 10
+        # add 10 pixels to the left and right if those are not the edges of the image
+        if left - 10 > 0:
+            left -= 10
+        if right + 10 < w:
+            right += 10
+        
+        if top > bottom or right < left:
+            rec_out.append(temp_img)
+        else:
+            temp_img = np.array(temp_img)
+            img = temp_img[top:bottom, left:right]
+            rec_out.append(img)
+    temp_out = [choice_img]
+    return rec_out, temp_out
+    
+def reset_values():
+    '''
+    Purpose: reset the values of the global variables
+    Inputs:
+        None
+    Outputs:
+        None
+    '''
+    global global_mask
+    global out
+    global mask_choice
+    global clicks
+    global c_types
+    global types
+    global colors
+    global patterns
+    global new_files
+    global_mask = None
+    out = None
+    mask_choice = None
+    clicks = 0
+    c_types.clear()
+    types.clear()
+    colors.clear()
+    patterns.clear()
+    new_files.clear()
+    return [gr.update(choices=['top','bottom','dress'],value=[]),gr.update(choices=['Person','Clothes','Upper Body/Dress','Upper Body/Dress, no person','Lower Body'],value=None)
+            ,gr.update(value=None), gr.update(value=[]),gr.update(value=[]),gr.update(value=0)]
+
+def search_function(img, text, use_choice,use_label):
+    '''
+    Purpose: search for images based on the text input or image input
+    Inputs:
+        img(pil image): image input
+        text(string): text input
+        use_choice(boolean): Boolen to know if to use image or text
+        use_label(boolean): whether to use the label
+    Outputs:
+        out(list): list of images
+    '''
+    global new_files
+    global global_mask
+    global out
+    use_img = False
+    use_text = False
+    if use_choice == 'Use Image':
+        use_img = True
+    elif use_choice == 'Use Text':
+        use_text = True
+
+    if new_files:
+        global url_list_main
+        global features_main
+        temp_url = []
+        new_files = list(set(new_files))
+        temp_features = torch.zeros(len(new_files), 512).to(device)
+        for c,i in enumerate(new_files):
+            temp_url.append(url_list_main[i])
+            temp_features[c] = features_main[i]
+        url_list = temp_url
+        features = temp_features.to(torch.float32)
+    else:
+        features = features_main.clone()
+        url_list = url_list_main.copy()
+
+
+    if use_text and not use_img:
+        text_features = processor_hg(text=text, return_tensors="pt", padding=True).to(device)
+        with torch.no_grad():
+            text_features = clip_hg.get_text_features(**text_features)
+        idx = find_closest(text_features, features)[:15]
+        out = get_image_from_url(idx,url_list)
+    else :
+        if not isinstance(global_mask,type(None)):
+            seg_img = clean_img(img)
+        else:
+            seg_img = img
+        img = Image.fromarray(seg_img)
+        label = get_label(img)
+        print(label)
+        if not new_files and use_label:
+            url_list, features = filter_features(label)
+        img_features = processor_hg(images=img, return_tensors="pt", padding=True).to(device)
+        with torch.no_grad():
+            img_features = clip_hg.get_image_features(**img_features)
+        idx = find_closest(img_features, features)[:15]
+        out = get_image_from_url(idx,url_list)
+    if use_img:
+        out.pop()
+        out.insert(0, seg_img)
+    return out
+
+def search(img,text, choice,use_label,rotation):
+    global global_mask
+    try: 
+        img = Image.fromarray(img).convert('RGB')
+    except:
+        img = Image.open(requests.get(url, stream=True).raw).convert('RGB')
+    img = img.rotate(rotation)
+    img = resize_img(img)
+    pil, img, out_mask = segment(img)
+    global_mask = out_mask
+    res = search_function(img, text, choice,use_label)
+    return res 
+
+# Define the app layout
+
+with gr.Blocks() as demo:
+    gr.Markdown("Search using image segmentation")
+    with gr.Tab("Search"):
+        with gr.Row():
+            search_image = gr.Image()
+            search_input = [search_image,gr.Textbox(lines=2, label="Search Text")]
+            with gr.Column():
+                search_type = gr.Radio(choices=['Use Image','Use Text'],label='Select the type of search you want to perform',value='Use Image')
+                use_label = gr.Checkbox(label="Use Label",value=True)
+            image_output = [gr.Gallery(label='Outputs')]
+            rec_out = [gr.Gallery(label='Recommendations',interactive=True)]
+        with gr.Row():
+            rec_selector = gr.Radio(label='Select which item you want a recommendation for',choices = [1,2,3,4],value=1)
+            rec_button = gr.Button("Get Recommendation")
+        with gr.Row():
+            clothes_selector = gr.Radio(label='Choose a segmentation',
+                choices=['Person','Clothes','Upper Body/Dress','Upper Body/Dress, no person','Lower Body'],interactive=True)
+            theme_radio = gr.Radio(label='Choose a theme',choices=['None','Red carpet','Sports'],interactive=True)
+            rotation_radio = gr.Radio(label='Choose a rotation',choices=[0,90,180,270],interactive=True,value=0)
+        with gr.Row():
+            filter_checkbox = gr.CheckboxGroup(label='Choose the clothing types', choices=['top','bottom','dress'],interactive=True,value=['top'])
+            filter_button = gr.Button("Filter Button")
+        search_button = gr.Button("Search Button")
+
+    clothes_selector.change(segment_function,inputs=[clothes_selector],outputs=clothes_selector)
+    search_image.change(reset_values, inputs=None, outputs=[filter_checkbox,clothes_selector,theme_radio,image_output[0],rec_out[0],rotation_radio])
+    theme_radio.change(set_theme, inputs=theme_radio, outputs=theme_radio)
+    rec_button.click(rec_function, inputs=rec_selector, outputs=[rec_out[0],image_output[0]])
+    filter_button.click(filter_function, inputs=filter_checkbox, outputs=filter_checkbox)
+    search_button.click(search, inputs=search_input+[search_type,use_label,rotation_radio], outputs=image_output)
+
+demo.launch(share=False)

features.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6ccaad1c9b89b9710ad4b6a7f195b58a4c3cf86baf0b10920d91362bb1c5bb34
+size 87452325

item_embeds.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ea997c512e8e2d22a07ee7be6e4f95cd3fb987b211e92ea7298a2a0b447b667f
+size 16294659

new_url_list.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e342c2ee301101a1ab7a910c69d980b8423af2774e6d6d7bb27198c63c465594
+size 4293817

requirements.txt

@@ -0,0 +1,5 @@
+torch
+Pillow
+numpy
+transformers
+

top5_mini_new.json

@@ -0,0 +1 @@
+{"peacoat, white": [["cocktail dress, grey", 3], ["leggings, purple", 2], ["leggings, red", 2]], "denim shorts, purple": [["tuxedo, purple", 2], ["peacoat, white", 1], ["collar shirt, pink", 1]], "cargo pants, orange": [["suit jacket, orange", 1], ["suit jacket, white", 1], ["t-shirt, off white", 1]], "suit jacket, orange": [["cargo pants, orange", 1], ["evening dress, off white", 1], ["compression shorts, beige", 1]], "sweatpants, off white": [["t-shirt, blue", 2], ["maxi dress, white", 1], ["track jacket, brown", 1]], "maxi dress, white": [["sweatpants, off white", 1], ["tank top, navy", 1], ["long coat, white", 1]], "skirt, white": [["t-shirt, off white", 2], ["collar shirt, white", 2], ["sweater, black", 2]], "t-shirt, off white": [["denim shorts, off white", 11], ["compression shorts, off white", 5], ["cycling shorts, green", 3]], "cocktail dress, navy": [["dinner jacket, blue", 1], ["t-shirt, blue", 1], ["peacoat, blue", 1]], "dinner jacket, blue": [["skinny pants, blue", 2], ["cocktail dress, navy", 1], ["skirt, black", 1]], "chino shorts, off white": [["t-shirt, white", 3], ["collar shirt, pink", 2], ["bomber jacket, pink", 2]], "dinner jacket, off white": [["chino shorts, off white", 1], ["skirt, off white", 1], ["skirt, green", 1]], "leggings, maroon": [["duffle coat, black", 1], ["sweater, white", 1], ["t-shirt, grey", 1]], "duffle coat, black": [["denim pants, blue", 2], ["denim pants, black", 2], ["leggings, maroon", 1]], "tailored pants, black": [["suit jacket, off white", 1], ["knitwear, black", 1], ["track jacket, off white", 1]], "suit jacket, off white": [["chino pants, brown", 2], ["denim pants, off white", 2], ["tailored pants, black", 1]], "cargo pants, black": [["suit jacket, black", 2], ["bomber jacket, red", 2], ["casual dress, grey", 2]], "shirt jacket, white": [["chino shorts, white", 3], ["cargo pants, black", 1], ["cycling shorts, white", 1]], "denim shorts, white": [["shirt jacket, off white", 2], ["shirt jacket, beige", 1], ["polo, blue", 1]], "shirt jacket, beige": [["denim pants, blue", 2], ["wide-leg pants, beige", 2], ["denim shorts, white", 1]], "cargo pants, green": [["t-shirt, green", 2], ["Compression top, green", 2], ["biker jacket, green", 1]], "biker jacket, green": [["cargo pants, green", 1], ["chino pants, blue", 1], ["chino shorts, black", 1]], "tailored pants, green": [["long coat, green", 2], ["peacoat, green", 1], ["party dress, white", 1]], "peacoat, green": [["tailored pants, green", 1], ["denim shorts, green", 1]], "cargo pants, off white": [["duffle coat, white", 2], ["suit jacket, pink", 2], ["down jacket, brown", 1]], "down jacket, brown": [["cargo pants, off white", 1], ["cargo pants, black", 1], ["skinny pants, beige", 1]], "chino pants, brown": [["suit jacket, off white", 2], ["Compression top, yellow", 1], ["dinner jacket, beige", 1]], "Compression top, yellow": [["denim pants, blue", 3], ["chino shorts, black", 2], ["chino pants, brown", 1]], "track pants, black": [["sweater, black", 2], ["track jacket, off white", 1], ["track jacket, white", 1]], "track jacket, off white": [["cycling shorts, off white", 2], ["track pants, black", 1], ["compression shorts, green", 1]], "t-shirt, pink": [["compression shorts, pink", 6], ["chino shorts, pink", 4], ["cycling shorts, pink", 4]], "party dress, pink": [["t-shirt, pink", 3], ["cycling shorts, pink", 2], ["casual dress, white", 2]], "cycling shorts, grey": [["tank top, off white", 5], ["Compression top, off white", 2], ["collar shirt, off white", 1]], "collar shirt, off white": [["skirt, brown", 3], ["chino pants, white", 2], ["party dress, yellow", 2]], "cycling shorts, orange": [["t-shirt, orange", 3], ["polo, red", 2], ["t-shirt, green", 2]], "t-shirt, orange": [["skirt, orange", 4], ["cycling shorts, orange", 3], ["wide-leg pants, orange", 2]], "party dress, purple": [["t-shirt, purple", 3], ["skirt, purple", 3], ["cargo pants, purple", 1]], "t-shirt, purple": [["skirt, purple", 4], ["party dress, purple", 3], ["cycling shorts, purple", 3]], "cargo pants, pink": [["trench coat, cream", 1], ["tank top, off white", 1], ["hooded jacket, pink", 1]], "trench coat, cream": [["cargo pants, pink", 1], ["denim pants, blue", 1], ["chino pants, black", 1]], "duffle coat, grey": [["cargo pants, black", 1]], "denim shorts, off white": [["t-shirt, off white", 11], ["t-shirt, white", 9], ["t-shirt, beige", 5]], "collar shirt, blue": [["skirt, blue", 3], ["denim pants, blue", 2], ["denim pants, black", 2]], "cycling shorts, red": [["t-shirt, red", 2], ["t-shirt, maroon", 1], ["gillet, maroon", 1]], "t-shirt, maroon": [["skirt, maroon", 4], ["cocktail dress, maroon", 3], ["wide-leg pants, maroon", 3]], "denim pants, blue": [["bomber jacket, white", 6], ["sweater, beige", 5], ["bomber jacket, beige", 4]], "bomber jacket, pink": [["denim pants, blue", 2], ["chino shorts, off white", 2], ["chino pants, black", 2]], "evening dress, maroon": [["wide-leg pants, maroon", 5], ["evening dress, maroon", 4], ["suit jacket, maroon", 2]], "gillet, red": [["evening dress, maroon", 1], ["denim shorts, brown", 1], ["cycling shorts, yellow", 1]], "chino shorts, black": [["Compression top, black", 5], ["collar shirt, black", 5], ["leather jacket, black", 4]], "collar shirt, brown": [["evening dress, brown", 2], ["denim pants, black", 2], ["skirt, off white", 2]], "denim shorts, orange": [["polo, orange", 2], ["blouse, orange", 1], ["tank top, white", 1]], "blouse, orange": [["denim shorts, orange", 1], ["wide-leg pants, blue", 1], ["denim pants, blue", 1]], "chino shorts, beige": [["t-shirt, off white", 2], ["cocktail dress, off white", 2], ["t-shirt, beige", 1]], "t-shirt, beige": [["cycling shorts, beige", 5], ["denim shorts, off white", 5], ["denim pants, off white", 3]], "denim shorts, blue": [["t-shirt, white", 3], ["polo, white", 2], ["bomber jacket, beige", 2]], "evening dress, grey": [["wide-leg pants, grey", 3], ["evening dress, grey", 2], ["Compression top, pink", 1]], "bomber jacket, white": [["denim pants, blue", 6], ["denim pants, off white", 3], ["denim pants, black", 3]], "hoodie, black": [["compression shorts, black", 3], ["denim pants, blue", 2], ["evening dress, navy", 1]], "skirt, black": [["collar shirt, black", 6], ["sweater, black", 6], ["tank top, black", 5]], "long coat, off white": [["skirt, black", 1], ["compression shorts, white", 1], ["cocktail dress, off white", 1]], "leggings, navy": [["t-shirt, white", 2], ["sweater, white", 1], ["suit jacket, navy", 1]], "sweater, white": [["skirt, orange", 2], ["leggings, navy", 1], ["leggings, maroon", 1]], "denim pants, black": [["bomber jacket, green", 4], ["tuxedo, blue", 3], ["cardigan, black", 3]], "tuxedo, blue": [["denim pants, black", 3], ["compression shorts, blue", 3], ["cycling shorts, blue", 2]], "gillet, white": [["compression shorts, navy", 2], ["wide-leg pants, white", 1], ["skirt, white", 1]], "compression shorts, navy": [["tuxedo, navy", 3], ["gillet, white", 2], ["t-shirt, white", 2]], "Compression top, beige": [["skirt, blue", 2], ["chino shorts, black", 2], ["chino shorts, off white", 2]], "track pants, navy": [["polo, navy", 1], ["tuxedo, white", 1], ["t-shirt, navy", 1]], "polo, navy": [["skirt, blue", 2], ["track pants, navy", 1], ["cocktail dress, navy", 1]], "long coat, white": [["cocktail dress, brown", 1], ["casual dress, brown", 1], ["denim pants, off white", 1]], "cocktail dress, brown": [["wide-leg pants, maroon", 2], ["long coat, white", 1], ["cargo shorts, red", 1]], "gillet, purple": [["sweatpants, purple", 2], ["evening dress, black", 1], ["skirt, pink", 1]], "evening dress, black": [["t-shirt, black", 2], ["evening dress, black", 2], ["chino pants, black", 2]], "cycling shorts, yellow": [["polo, yellow", 9], ["t-shirt, yellow", 5], ["collar shirt, yellow", 2]], "polo, yellow": [["cycling shorts, yellow", 9], ["skirt, yellow", 2], ["cycling shorts, off white", 1]], "wide-leg pants, brown": [["long coat, brown", 2], ["hoodie, brown", 2], ["peacoat, brown", 2]], "leather jacket, beige": [["wide-leg pants, brown", 1], ["denim pants, red", 1], ["chino shorts, black", 1]], "wide-leg pants, maroon": [["evening dress, maroon", 5], ["peacoat, maroon", 4], ["t-shirt, maroon", 3]], "maxi dress, pink": [["wide-leg pants, maroon", 1], ["hooded jacket, pink", 1], ["cargo pants, maroon", 1]], "cargo pants, blue": [["hooded jacket, navy", 3], ["collar shirt, pink", 3], ["t-shirt, brown", 2]], "hoodie, yellow": [["cargo pants, blue", 1], ["wide-leg pants, yellow", 1]], "denim shorts, black": [["t-shirt, gold", 2], ["collar shirt, black", 1], ["t-shirt, off white", 1]], "collar shirt, black": [["skirt, black", 6], ["chino shorts, black", 5], ["denim pants, black", 3]], "chino pants, pink": [["collar shirt, red", 3], ["casual dress, pink", 2], ["Compression top, pink", 2]], "casual dress, pink": [["chino pants, pink", 2], ["compression shorts, pink", 2], ["leggings, purple", 1]], "dinner jacket, green": [["skirt, black", 2], ["denim pants, green", 2], ["cargo pants, black", 1]], "tuxedo, grey": [["chino pants, grey", 1], ["wide-leg pants, grey", 1]], "chino pants, grey": [["tuxedo, grey", 1], ["maxi dress, orange", 1], ["biker jacket, black", 1]], "casual dress, yellow": [["skirt, yellow", 2], ["denim shorts, off white", 1], ["denim shorts, blue", 1]], "sweatpants, red": [["t-shirt, red", 3], ["hoodie, red", 2], ["tuxedo, blue", 1]], "t-shirt, red": [["chino shorts, red", 5], ["compression shorts, red", 4], ["sweatpants, red", 3]], "polo, white": [["denim shorts, blue", 2], ["compression shorts, beige", 2], ["cargo pants, white", 1]], "cargo pants, white": [["casual dress, off white", 2], ["suit jacket, white", 2], ["polo, white", 1]], "compression shorts, maroon": [["polo, maroon", 1], ["t-shirt, purple", 1], ["cocktail dress, brown", 1]], "polo, maroon": [["cycling shorts, maroon", 4], ["skirt, maroon", 2], ["compression shorts, maroon", 1]], "cocktail dress, off white": [["wide-leg pants, off white", 4], ["leggings, off white", 3], ["evening dress, off white", 2]], "biker jacket, gold": [["cocktail dress, off white", 1], ["skirt, red", 1]], "compression shorts, black": [["hoodie, black", 3], ["collar shirt, black", 2], ["Compression top, beige", 1]], "casual dress, off white": [["denim shorts, off white", 3], ["tailored pants, off white", 2], ["cargo pants, white", 2]], "tailored pants, off white": [["casual dress, off white", 2], ["t-shirt, grey", 1], ["suit jacket, beige", 1]], "evening dress, off white": [["cocktail dress, off white", 2], ["wide-leg pants, off white", 2], ["knitwear, off white", 2]], "hoodie, navy": [["cargo pants, blue", 2], ["denim pants, off white", 1], ["leggings, red", 1]], "knitwear, navy": [["chino shorts, black", 1], ["compression shorts, navy", 1], ["skinny pants, brown", 1]], "denim pants, purple": [["tuxedo, purple", 2], ["t-shirt, purple", 2], ["dinner jacket, purple", 2]], "shirt jacket, purple": [["denim pants, purple", 1], ["cargo pants, purple", 1], ["cargo shorts, maroon", 1]], "denim pants, off white": [["bomber jacket, green", 4], ["bomber jacket, white", 3], ["t-shirt, blue", 3]], "suit jacket, green": [["denim pants, off white", 2], ["compression shorts, green", 1], ["denim pants, green", 1]], "Compression top, maroon": [["wide-leg pants, purple", 1], ["skinny pants, maroon", 1], ["chino pants, maroon", 1]], "wide-leg pants, purple": [["Compression top, maroon", 1], ["turtleneck, black", 1], ["t-shirt, purple", 1]], "denim pants, green": [["long coat, green", 2], ["dinner jacket, green", 2], ["trench coat, green", 1]], "trench coat, green": [["denim pants, green", 1], ["evening dress, brown", 1], ["denim pants, blue", 1]], "cargo shorts, off white": [["t-shirt, off white", 2], ["casual dress, blue", 1], ["military jacket, yellow", 1]], "casual dress, blue": [["peacoat, blue", 2], ["cargo shorts, off white", 1], ["evening dress, blue", 1]], "party dress, green": [["compression shorts, green", 1], ["skinny pants, black", 1], ["long coat, green", 1]], "compression shorts, green": [["t-shirt, green", 5], ["polo, green", 3], ["party dress, green", 1]], "long coat, blue": [["denim shorts, blue", 1], ["wide-leg pants, blue", 1], ["cargo pants, black", 1]], "leggings, green": [["casual dress, green", 1], ["peacoat, brown", 1], ["t-shirt, green", 1]], "casual dress, green": [["skirt, green", 2], ["Compression top, green", 2], ["polo, green", 2]], "dinner jacket, beige": [["chino pants, brown", 1], ["skinny pants, beige", 1], ["cocktail dress, red", 1]], "denim pants, red": [["t-shirt, red", 2], ["cardigan, grey", 1], ["leather jacket, beige", 1]], "cardigan, grey": [["denim pants, red", 1], ["denim pants, off white", 1], ["compression shorts, white", 1]], "compression shorts, grey": [["t-shirt, grey", 2], ["t-shirt, beige", 1], ["tank top, black", 1]], "bomber jacket, brown": [["denim pants, blue", 1], ["skinny pants, maroon", 1]], "chino pants, navy": [["suit jacket, blue", 2], ["tuxedo, navy", 2], ["leather jacket, navy", 1]], "leather jacket, navy": [["chino pants, navy", 1], ["denim pants, off white", 1], ["chino shorts, red", 1]], "track jacket, white": [["chino shorts, black", 2], ["cargo pants, black", 2], ["track pants, black", 1]], "evening dress, purple": [["skinny pants, purple", 2], ["dinner jacket, brown", 1], ["peacoat, purple", 1]], "dinner jacket, brown": [["evening dress, purple", 1], ["cargo pants, brown", 1], ["evening dress, brown", 1]], "cargo shorts, beige": [["collar shirt, white", 2], ["collar shirt, cream", 1], ["tank top, off white", 1]], "collar shirt, cream": [["cargo shorts, beige", 1], ["denim shorts, off white", 1], ["cocktail dress, grey", 1]], "tank top, red": [["cycling shorts, red", 1], ["cycling shorts, orange", 1], ["leggings, red", 1]], "track shorts, off white": [["t-shirt, off white", 1], ["track jacket, black", 1], ["bomber jacket, white", 1]], "t-shirt, white": [["denim shorts, off white", 9], ["chino shorts, blue", 4], ["compression shorts, beige", 3]], "polo, brown": [["cycling shorts, beige", 1], ["skirt, beige", 1], ["denim shorts, off white", 1]], "cycling shorts, beige": [["t-shirt, beige", 5], ["t-shirt, brown", 4], ["t-shirt, off white", 3]], "blouse, navy": [["skirt, black", 2], ["chino pants, white", 1], ["chino shorts, black", 1]], "Compression top, pink": [["chino pants, pink", 2], ["skirt, off white", 2], ["evening dress, pink", 2]], "casual dress, black": [["blazer, blue", 1], ["cocktail dress, grey", 1], ["compression shorts, red", 1]], "blazer, blue": [["casual dress, black", 1], ["track pants, black", 1], ["chino pants, off white", 1]], "trench coat, off white": [["skirt, off white", 3], ["denim pants, off white", 1], ["chino pants, pink", 1]], "cycling shorts, white": [["tank top, off white", 3], ["t-shirt, blue", 1], ["casual dress, off white", 1]], "t-shirt, blue": [["compression shorts, blue", 7], ["cycling shorts, blue", 5], ["denim pants, blue", 4]], "cardigan, black": [["denim pants, black", 3], ["skirt, black", 3], ["denim pants, off white", 2]], "chino shorts, white": [["shirt jacket, white", 3], ["collar shirt, white", 2], ["collar shirt, purple", 2]], "evening dress, navy": [["tuxedo, navy", 2], ["wide-leg pants, navy", 2], ["hoodie, black", 1]], "peacoat, maroon": [["wide-leg pants, maroon", 4], ["cycling shorts, maroon", 2], ["denim pants, maroon", 2]], "cycling shorts, maroon": [["polo, maroon", 4], ["t-shirt, maroon", 3], ["t-shirt, white", 3]], "t-shirt, black": [["chino pants, off white", 2], ["compression shorts, off white", 2], ["chino shorts, black", 2]], "track pants, white": [["polo, white", 1], ["cocktail dress, off white", 1]], "cargo shorts, blue": [["t-shirt, blue", 4], ["t-shirt, white", 2], ["tank top, off white", 2]], "cardigan, maroon": [["cargo shorts, blue", 1], ["skirt, maroon", 1], ["cargo pants, black", 1]], "chino pants, gold": [["Compression top, black", 1], ["t-shirt, brown", 1], ["evening dress, gold", 1]], "Compression top, black": [["chino shorts, black", 5], ["chino pants, black", 2], ["track shorts, black", 2]], "biker jacket, white": [["denim pants, blue", 2], ["cargo shorts, blue", 1], ["cargo pants, black", 1]], "compression shorts, purple": [["tuxedo, purple", 3], ["t-shirt, purple", 3], ["polo, purple", 2]], "chino pants, green": [["t-shirt, white", 2], ["collar shirt, green", 1], ["Compression top, pink", 1]], "collar shirt, green": [["cycling shorts, green", 2], ["chino pants, green", 1], ["skinny pants, black", 1]], "skinny pants, black": [["suit jacket, black", 2], ["gillet, black", 1], ["gillet, red", 1]], "suit jacket, black": [["skinny pants, black", 2], ["cargo pants, black", 2], ["wide-leg pants, black", 1]], "cargo shorts, cream": [["polo, red", 1], ["turtleneck, yellow", 1], ["Compression top, white", 1]], "polo, red": [["cargo shorts, red", 2], ["cocktail dress, red", 2], ["cycling shorts, orange", 2]], "turtleneck, white": [["track pants, black", 1], ["leggings, off white", 1], ["skirt, black", 1]], "track shorts, brown": [["gillet, white", 1], ["party dress, green", 1], ["blouse, black", 1]], "collar shirt, white": [["skirt, off white", 4], ["chino shorts, black", 4], ["denim shorts, off white", 2]], "skinny pants, maroon": [["dinner jacket, red", 1], ["Compression top, maroon", 1], ["party dress, off white", 1]], "dinner jacket, red": [["skinny pants, maroon", 1], ["evening dress, black", 1], ["chino pants, navy", 1]], "maxi dress, green": [["Compression top, green", 1], ["cargo pants, white", 1]], "Compression top, green": [["cycling shorts, green", 3], ["cargo pants, green", 2], ["casual dress, green", 2]], "track jacket, pink": [["denim pants, blue", 2], ["cargo pants, grey", 1], ["compression shorts, white", 1]], "polo, beige": [["casual dress, white", 1], ["casual dress, cream", 1], ["cycling shorts, beige", 1]], "casual dress, white": [["compression shorts, off white", 2], ["party dress, pink", 2], ["denim shorts, off white", 2]], "cycling shorts, blue": [["t-shirt, blue", 5], ["tuxedo, blue", 2], ["Compression top, off white", 2]], "evening dress, green": [["evening dress, green", 4], ["wide-leg pants, green", 3], ["collar shirt, gold", 1]], "collar shirt, gold": [["evening dress, green", 1], ["skirt, grey", 1], ["denim pants, gold", 1]], "chino shorts, red": [["t-shirt, red", 5], ["bomber jacket, red", 2], ["t-shirt, maroon", 2]], "bomber jacket, red": [["chino shorts, red", 2], ["denim pants, black", 2], ["cargo pants, black", 2]], "cocktail dress, white": [["Compression top, beige", 1], ["tailored pants, maroon", 1], ["Compression top, cream", 1]], "Compression top, blue": [["denim pants, blue", 2], ["chino shorts, white", 1], ["wide-leg pants, blue", 1]], "chino shorts, blue": [["t-shirt, white", 4], ["tank top, off white", 2], ["casual dress, white", 2]], "sweater, purple": [["chino shorts, black", 1], ["denim pants, off white", 1], ["denim pants, purple", 1]], "biker jacket, orange": [["cocktail dress, off white", 1], ["cargo shorts, orange", 1]], "skirt, pink": [["t-shirt, pink", 2], ["t-shirt, beige", 2], ["gillet, purple", 1]], "skirt, off white": [["collar shirt, white", 4], ["collar shirt, black", 3], ["trench coat, off white", 3]], "bomber jacket, yellow": [["chino shorts, black", 2], ["cargo pants, black", 1], ["skinny pants, black", 1]], "cargo pants, maroon": [["evening dress, maroon", 2], ["sweater, maroon", 1], ["maxi dress, pink", 1]], "sweater, maroon": [["skirt, maroon", 4], ["denim pants, blue", 2], ["cargo pants, maroon", 1]], "evening dress, pink": [["evening dress, pink", 10], ["gillet, pink", 6], ["t-shirt, pink", 2]], "track jacket, maroon": [["evening dress, pink", 1], ["skinny pants, beige", 1], ["skirt, navy", 1]], "knitwear, orange": [["cargo shorts, beige", 1], ["compression shorts, orange", 1], ["skinny pants, orange", 1]], "t-shirt, brown": [["cycling shorts, brown", 5], ["cycling shorts, beige", 4], ["skirt, brown", 4]], "cargo shorts, purple": [["polo, purple", 1], ["dinner jacket, brown", 1], ["maxi dress, purple", 1]], "polo, purple": [["cycling shorts, purple", 5], ["compression shorts, purple", 2], ["cargo shorts, purple", 1]], "party dress, blue": [["t-shirt, blue", 2], ["Compression top, white", 1], ["tuxedo, blue", 1]], "Compression top, white": [["leggings, off white", 2], ["cocktail dress, off white", 2], ["denim pants, black", 2]], "sweatpants, maroon": [["t-shirt, maroon", 2], ["hoodie, black", 1], ["polo, maroon", 1]], "denim shorts, brown": [["gillet, red", 1], ["polo, cream", 1], ["t-shirt, beige", 1]], "cocktail dress, beige": [["t-shirt, beige", 2], ["gillet, gold", 1], ["cargo shorts, black", 1]], "gillet, gold": [["cocktail dress, beige", 1], ["denim pants, beige", 1], ["skirt, black", 1]], "leggings, off white": [["gillet, beige", 3], ["collar shirt, pink", 3], ["cocktail dress, off white", 3]], "t-shirt, grey": [["chino pants, off white", 2], ["compression shorts, grey", 2], ["casual dress, grey", 2]], "cargo shorts, pink": [["collar shirt, pink", 3], ["t-shirt, pink", 3], ["Compression top, off white", 2]], "collar shirt, pink": [["denim shorts, off white", 4], ["cargo shorts, pink", 3], ["leggings, off white", 3]], "suit jacket, beige": [["denim pants, blue", 3], ["cargo pants, beige", 2], ["evening dress, beige", 2]], "compression shorts, white": [["track jacket, white", 1], ["leather jacket, off white", 1], ["suit jacket, white", 1]], "compression shorts, off white": [["t-shirt, off white", 5], ["collar shirt, blue", 2], ["casual dress, white", 2]], "turtleneck, yellow": [["cargo shorts, cream", 1]], "cycling shorts, green": [["t-shirt, green", 7], ["t-shirt, off white", 3], ["Compression top, green", 3]], "sweater, navy": [["denim pants, blue", 4], ["cycling shorts, green", 1], ["skirt, grey", 1]], "denim pants, brown": [["cardigan, purple", 1], ["t-shirt, pink", 1], ["dinner jacket, maroon", 1]], "cardigan, purple": [["denim pants, blue", 2], ["denim pants, purple", 2], ["denim pants, brown", 1]], "cardigan, brown": [["denim pants, black", 1], ["denim pants, blue", 1], ["sweatpants, brown", 1]], "skinny pants, brown": [["t-shirt, brown", 3], ["evening dress, brown", 2], ["suit jacket, beige", 1]], "collar shirt, red": [["denim pants, blue", 3], ["chino pants, pink", 3], ["skirt, off white", 2]], "bomber jacket, beige": [["denim pants, blue", 4], ["denim pants, off white", 2], ["denim shorts, blue", 2]], "collar shirt, maroon": [["denim pants, blue", 2], ["wide-leg pants, maroon", 2], ["skirt, maroon", 2]], "blazer, beige": [["denim pants, off white", 1], ["denim pants, pink", 1]], "military jacket, yellow": [["cargo shorts, off white", 1], ["denim pants, off white", 1]], "evening dress, beige": [["tank top, beige", 2], ["evening dress, beige", 2], ["suit jacket, beige", 2]], "denim shorts, gold": [["evening dress, beige", 1], ["hoodie, off white", 1], ["knitwear, beige", 1]], "skirt, orange": [["t-shirt, orange", 4], ["tank top, off white", 3], ["gillet, orange", 2]], "tank top, off white": [["cycling shorts, grey", 5], ["skirt, orange", 3], ["cycling shorts, white", 3]], "chino shorts, pink": [["t-shirt, pink", 4], ["tank top, off white", 3], ["t-shirt, white", 2]], "skirt, brown": [["t-shirt, brown", 4], ["collar shirt, off white", 3], ["party dress, black", 2]], "tank top, brown": [["cycling shorts, brown", 2], ["skirt, brown", 1], ["skirt, maroon", 1]], "trench coat, yellow": [["cargo pants, off white", 1], ["casual dress, yellow", 1], ["denim shorts, off white", 1]], "compression shorts, gold": [["peacoat, gold", 2], ["t-shirt, gold", 2], ["evening dress, yellow", 1]], "evening dress, yellow": [["evening dress, yellow", 4], ["wide-leg pants, yellow", 3], ["compression shorts, gold", 1]], "biker jacket, blue": [["cargo pants, blue", 2], ["denim pants, off white", 2], ["chino shorts, blue", 1]], "cocktail dress, pink": [["Compression top, pink", 2], ["party dress, pink", 1], ["wide-leg pants, white", 1]], "cargo pants, purple": [["hoodie, purple", 3], ["t-shirt, purple", 2], ["maxi dress, navy", 1]], "maxi dress, navy": [["cargo pants, purple", 1]], "t-shirt, cream": [["compression shorts, cream", 3], ["cycling shorts, beige", 2], ["chino shorts, pink", 1]], "denim pants, pink": [["hoodie, pink", 2], ["t-shirt, black", 1], ["t-shirt, beige", 1]], "cargo shorts, red": [["t-shirt, red", 3], ["polo, red", 2], ["down jacket, red", 2]], "blouse, off white": [["skirt, off white", 2], ["chino pants, pink", 2], ["chino shorts, black", 2]], "leggings, pink": [["t-shirt, white", 1], ["Compression top, pink", 1], ["t-shirt, black", 1]], "wide-leg pants, black": [["Compression top, beige", 2], ["hooded jacket, white", 2], ["t-shirt, white", 2]], "suit jacket, navy": [["sweatpants, black", 2], ["wide-leg pants, black", 1], ["chino pants, black", 1]], "cargo pants, brown": [["suit jacket, brown", 2], ["shirt jacket, beige", 1], ["leather jacket, brown", 1]], "skirt, blue": [["t-shirt, blue", 3], ["collar shirt, blue", 3], ["t-shirt, beige", 2]], "turtleneck, navy": [["skirt, blue", 1], ["chino pants, navy", 1]], "suit jacket, pink": [["leggings, off white", 2], ["cargo pants, off white", 2], ["cycling shorts, pink", 1]], "denim pants, white": [["cocktail dress, brown", 1], ["Compression top, grey", 1], ["collar shirt, red", 1]], "track shorts, black": [["Compression top, black", 2], ["sweater, brown", 1], ["sweater, purple", 1]], "sweater, brown": [["denim pants, off white", 2], ["track shorts, black", 1], ["chino pants, brown", 1]], "turtleneck, green": [["evening dress, green", 1]], "cocktail dress, purple": [["Compression top, purple", 2], ["t-shirt, purple", 2], ["skirt, purple", 2]], "duffle coat, red": [["denim pants, black", 2], ["denim pants, blue", 1], ["skirt, black", 1]], "knitwear, black": [["casual dress, black", 1], ["denim pants, black", 1], ["tailored pants, black", 1]], "track jacket, brown": [["sweatpants, off white", 1], ["denim pants, off white", 1], ["cargo shorts, green", 1]], "shirt jacket, off white": [["denim shorts, white", 2], ["cycling shorts, beige", 1], ["chino pants, brown", 1]], "wide-leg pants, off white": [["cocktail dress, off white", 4], ["evening dress, off white", 2], ["casual dress, off white", 2]], "turtleneck, off white": [["wide-leg pants, off white", 1], ["evening dress, beige", 1], ["denim pants, blue", 1]], "polo, blue": [["cycling shorts, blue", 2], ["denim shorts, white", 1], ["sweatpants, blue", 1]], "bomber jacket, green": [["denim pants, off white", 4], ["denim pants, black", 4], ["denim pants, blue", 2]], "compression shorts, beige": [["t-shirt, white", 3], ["t-shirt, beige", 3], ["knitwear, beige", 2]], "sweatpants, blue": [["t-shirt, blue", 2], ["gillet, blue", 2], ["evening dress, blue", 1]], "cargo shorts, maroon": [["t-shirt, maroon", 2], ["evening dress, maroon", 1], ["suit jacket, maroon", 1]], "skinny pants, beige": [["dinner jacket, beige", 1], ["track jacket, maroon", 1], ["suit jacket, orange", 1]], "wide-leg pants, red": [["tank top, off white", 1], ["evening dress, red", 1], ["dinner jacket, white", 1]], "track shorts, navy": [["t-shirt, white", 2], ["casual dress, navy", 1], ["t-shirt, off white", 1]], "casual dress, navy": [["track shorts, navy", 1], ["t-shirt, white", 1], ["cocktail dress, beige", 1]], "cycling shorts, black": [["t-shirt, black", 2], ["polo, black", 2], ["biker jacket, grey", 1]], "biker jacket, grey": [["denim pants, blue", 2], ["cycling shorts, black", 1], ["chino shorts, black", 1]], "cargo pants, cream": [["trench coat, beige", 1], ["long coat, brown", 1], ["t-shirt, beige", 1]], "trench coat, beige": [["cargo pants, cream", 1], ["party dress, beige", 1], ["tailored pants, beige", 1]], "down jacket, black": [["cargo pants, white", 1], ["cargo pants, maroon", 1], ["cargo pants, off white", 1]], "track pants, green": [["t-shirt, white", 1], ["suit jacket, white", 1]], "denim pants, gold": [["collar shirt, gold", 1], ["tuxedo, blue", 1], ["suit jacket, white", 1]], "cocktail dress, black": [["cocktail dress, black", 4], ["suit jacket, grey", 1], ["cardigan, beige", 1]], "suit jacket, grey": [["denim pants, off white", 2], ["cocktail dress, black", 1], ["denim pants, blue", 1]], "t-shirt, yellow": [["cycling shorts, yellow", 5], ["denim shorts, off white", 3], ["compression shorts, yellow", 2]], "chino pants, off white": [["t-shirt, off white", 2], ["suit jacket, white", 2], ["hoodie, white", 2]], "cocktail dress, red": [["polo, red", 2], ["chino pants, off white", 1], ["knitwear, brown", 1]], "chino pants, maroon": [["suit jacket, maroon", 3], ["dinner jacket, brown", 1], ["long coat, red", 1]], "suit jacket, maroon": [["chino pants, maroon", 3], ["evening dress, maroon", 2], ["denim pants, black", 1]], "skirt, yellow": [["casual dress, yellow", 2], ["collar shirt, white", 2], ["polo, yellow", 2]], "cycling shorts, pink": [["t-shirt, pink", 4], ["collar shirt, pink", 2], ["gillet, pink", 2]], "collar shirt, purple": [["chino shorts, white", 2], ["skirt, purple", 2], ["cycling shorts, pink", 1]], "long coat, black": [["maxi dress, black", 1], ["evening dress, off white", 1], ["chino pants, black", 1]], "maxi dress, black": [["long coat, black", 1], ["wide-leg pants, off white", 1], ["collar shirt, black", 1]], "cargo shorts, black": [["t-shirt, white", 1], ["cocktail dress, beige", 1], ["tuxedo, red", 1]], "casual dress, purple": [["skirt, purple", 2], ["wide-leg pants, purple", 1], ["cargo shorts, blue", 1]], "denim pants, navy": [["down jacket, red", 1], ["biker jacket, white", 1], ["duffle coat, pink", 1]], "down jacket, red": [["cargo shorts, red", 2], ["denim pants, navy", 1], ["chino shorts, black", 1]], "duffle coat, brown": [["denim pants, black", 3], ["chino pants, black", 1], ["cargo shorts, off white", 1]], "cocktail dress, orange": [["skirt, red", 1], ["skirt, maroon", 1], ["polo, orange", 1]], "skirt, red": [["t-shirt, red", 3], ["t-shirt, maroon", 2], ["collar shirt, black", 2]], "sweater, off white": [["cycling shorts, beige", 2], ["cargo shorts, blue", 2], ["denim pants, off white", 2]], "compression shorts, yellow": [["t-shirt, yellow", 2], ["t-shirt, gold", 2], ["tuxedo, yellow", 1]], "tuxedo, yellow": [["compression shorts, yellow", 1], ["party dress, cream", 1], ["party dress, yellow", 1]], "chino pants, blue": [["t-shirt, blue", 3], ["collar shirt, beige", 2], ["gillet, blue", 2]], "cardigan, navy": [["denim pants, blue", 2], ["chino pants, blue", 1], ["denim shorts, off white", 1]], "wide-leg pants, navy": [["evening dress, navy", 2], ["shirt jacket, navy", 1], ["polo, white", 1]], "shirt jacket, navy": [["wide-leg pants, navy", 1], ["casual dress, navy", 1], ["skinny pants, blue", 1]], "sweater, pink": [["sweatpants, red", 1], ["casual dress, beige", 1], ["denim pants, blue", 1]], "leggings, red": [["peacoat, white", 2], ["hoodie, navy", 1], ["leather jacket, red", 1]], "maxi dress, purple": [["cargo shorts, purple", 1], ["cardigan, purple", 1], ["peacoat, purple", 1]], "wide-leg pants, blue": [["cardigan, off white", 2], ["cocktail dress, white", 1], ["Compression top, blue", 1]], "skirt, green": [["casual dress, green", 2], ["hooded jacket, brown", 2], ["collar shirt, off white", 1]], "peacoat, gold": [["compression shorts, gold", 2], ["skirt, yellow", 2], ["compression shorts, beige", 1]], "casual dress, beige": [["wide-leg pants, beige", 1], ["sweatpants, orange", 1], ["chino shorts, yellow", 1]], "wide-leg pants, beige": [["shirt jacket, beige", 2], ["casual dress, beige", 1], ["t-shirt, beige", 1]], "compression shorts, blue": [["t-shirt, blue", 7], ["tuxedo, blue", 3], ["mini dress, blue", 1]], "gillet, beige": [["leggings, off white", 3], ["wide-leg pants, beige", 1], ["track pants, black", 1]], "hooded jacket, red": [["denim pants, black", 1], ["leggings, brown", 1], ["chino shorts, black", 1]], "tuxedo, pink": [["compression shorts, pink", 4], ["cargo shorts, pink", 2], ["track shorts, pink", 1]], "track shorts, pink": [["tuxedo, pink", 1], ["shirt jacket, white", 1], ["t-shirt, white", 1]], "cycling shorts, navy": [["blouse, blue", 1], ["t-shirt, brown", 1], ["tuxedo, gold", 1]], "blouse, blue": [["cycling shorts, navy", 1], ["denim shorts, off white", 1], ["skirt, gold", 1]], "leggings, purple": [["peacoat, white", 2], ["peacoat, purple", 2], ["t-shirt, purple", 1]], "knitwear, off white": [["skirt, off white", 2], ["evening dress, off white", 2], ["wide-leg pants, off white", 1]], "skirt, beige": [["t-shirt, beige", 2], ["collar shirt, beige", 2], ["Compression top, beige", 2]], "chino pants, beige": [["sweater, beige", 2], ["cardigan, white", 1], ["duffle coat, brown", 1]], "sweater, beige": [["denim pants, blue", 5], ["chino pants, beige", 2], ["leggings, off white", 2]], "leggings, beige": [["collar shirt, off white", 1], ["long coat, brown", 1], ["t-shirt, beige", 1]], "leggings, blue": [["t-shirt, navy", 1], ["t-shirt, off white", 1], ["polo, black", 1]], "t-shirt, navy": [["skirt, navy", 2], ["leggings, blue", 1], ["compression shorts, navy", 1]], "cocktail dress, maroon": [["skirt, maroon", 4], ["t-shirt, maroon", 3], ["cycling shorts, maroon", 1]], "wide-leg pants, orange": [["t-shirt, orange", 2], ["t-shirt, brown", 2], ["cocktail dress, off white", 1]], "chino pants, yellow": [["t-shirt, beige", 1], ["t-shirt, black", 1], ["trench coat, black", 1]], "tank top, blue": [["cycling shorts, maroon", 1], ["compression shorts, blue", 1], ["denim shorts, off white", 1]], "cocktail dress, cream": [["compression shorts, off white", 1], ["compression shorts, gold", 1], ["track shorts, gold", 1]], "cargo shorts, green": [["polo, green", 3], ["t-shirt, green", 2], ["gillet, green", 2]], "military jacket, pink": [["cargo shorts, green", 1]], "hoodie, purple": [["cargo pants, purple", 3], ["sweatpants, purple", 2], ["track shorts, purple", 1]], "casual dress, cream": [["wide-leg pants, cream", 1], ["polo, beige", 1], ["skirt, beige", 1]], "wide-leg pants, cream": [["casual dress, cream", 1], ["party dress, white", 1]], "duffle coat, beige": [["denim pants, blue", 3], ["skinny pants, off white", 1], ["chino pants, black", 1]], "t-shirt, green": [["cycling shorts, green", 7], ["compression shorts, green", 5], ["cargo pants, green", 2]], "party dress, navy": [["t-shirt, off white", 1], ["track shorts, black", 1], ["hooded jacket, black", 1]], "wide-leg pants, white": [["suit jacket, off white", 1], ["gillet, black", 1], ["long coat, off white", 1]], "wide-leg pants, grey": [["evening dress, grey", 3], ["suit jacket, white", 2], ["collar shirt, grey", 1]], "collar shirt, grey": [["wide-leg pants, grey", 1], ["compression shorts, gold", 1], ["compression shorts, beige", 1]], "leather jacket, brown": [["denim pants, black", 2], ["chino shorts, black", 2], ["cargo pants, black", 1]], "track pants, red": [["peacoat, maroon", 1], ["collar shirt, white", 1], ["collar shirt, beige", 1]], "tuxedo, beige": [["cycling shorts, white", 1], ["denim pants, off white", 1], ["casual dress, pink", 1]], "cargo shorts, orange": [["t-shirt, orange", 2], ["biker jacket, orange", 1], ["polo, red", 1]], "hoodie, orange": [["cocktail dress, orange", 1], ["skirt, beige", 1], ["chino shorts, off white", 1]], "knitwear, brown": [["cocktail dress, red", 1], ["party dress, brown", 1], ["compression shorts, brown", 1]], "wide-leg pants, pink": [["t-shirt, pink", 2], ["long coat, white", 1], ["cocktail dress, off white", 1]], "hooded jacket, green": [["cycling shorts, green", 1], ["denim pants, blue", 1], ["denim pants, off white", 1]], "duffle coat, maroon": [["skinny pants, black", 1], ["denim pants, off white", 1], ["cocktail dress, off white", 1]], "gillet, navy": [["track shorts, black", 1], ["skirt, navy", 1], ["compression shorts, off white", 1]], "gillet, pink": [["evening dress, pink", 6], ["chino shorts, pink", 2], ["cycling shorts, pink", 2]], "tank top, grey": [["cargo shorts, blue", 1], ["cocktail dress, grey", 1], ["skirt, gold", 1]], "compression shorts, pink": [["t-shirt, pink", 6], ["tuxedo, pink", 4], ["Compression top, pink", 2]], "gillet, orange": [["skirt, orange", 2], ["denim pants, black", 1], ["chino shorts, navy", 1]], "casual dress, grey": [["cargo pants, black", 2], ["t-shirt, grey", 2], ["cargo pants, white", 1]], "evening dress, brown": [["collar shirt, brown", 2], ["evening dress, beige", 2], ["skinny pants, brown", 2]], "denim pants, beige": [["turtleneck, brown", 1], ["collar shirt, white", 1], ["gillet, gold", 1]], "turtleneck, brown": [["denim pants, beige", 1], ["denim pants, blue", 1], ["chino shorts, brown", 1]], "peacoat, off white": [["denim pants, off white", 1], ["mini dress, black", 1]], "cycling shorts, cream": [["t-shirt, beige", 2], ["gillet, beige", 1], ["tuxedo, gold", 1]], "polo, pink": [["compression shorts, pink", 2], ["cycling shorts, white", 1], ["denim shorts, pink", 1]], "bomber jacket, blue": [["cargo shorts, blue", 1], ["skirt, black", 1], ["chino shorts, yellow", 1]], "t-shirt, gold": [["denim shorts, black", 2], ["chino shorts, gold", 2], ["compression shorts, yellow", 2]], "cycling shorts, gold": [["t-shirt, gold", 1], ["t-shirt, black", 1], ["trench coat, gold", 1]], "leather jacket, off white": [["compression shorts, white", 1], ["leggings, gold", 1], ["track pants, black", 1]], "duffle coat, purple": [["denim pants, purple", 1], ["chino pants, purple", 1]], "collar shirt, yellow": [["denim pants, blue", 3], ["cycling shorts, yellow", 2], ["denim shorts, blue", 2]], "track pants, off white": [["gillet, black", 1], ["hoodie, white", 1], ["bomber jacket, blue", 1]], "gillet, black": [["track pants, off white", 1], ["chino pants, red", 1], ["skirt, off white", 1]], "hoodie, pink": [["denim pants, pink", 2], ["cargo pants, maroon", 1], ["chino shorts, black", 1]], "polo, green": [["compression shorts, green", 3], ["cargo shorts, green", 3], ["casual dress, green", 2]], "hoodie, brown": [["sweatpants, brown", 3], ["wide-leg pants, brown", 2], ["skirt, beige", 1]], "denim shorts, cream": [["blouse, navy", 1], ["t-shirt, cream", 1]], "peacoat, orange": [["cycling shorts, orange", 1], ["denim pants, black", 1], ["cocktail dress, orange", 1]], "sweatpants, green": [["sundress, off white", 1], ["cardigan, green", 1], ["Compression top, green", 1]], "sundress, off white": [["sweatpants, green", 1], ["knitwear, off white", 1]], "track shorts, cream": [["t-shirt, cream", 1]], "hoodie, red": [["sweatpants, red", 2], ["compression shorts, black", 1], ["track shorts, red", 1]], "dinner jacket, white": [["cocktail dress, off white", 1], ["sundress, black", 1], ["wide-leg pants, red", 1]], "skirt, navy": [["t-shirt, navy", 2], ["t-shirt, beige", 1], ["Compression top, navy", 1]], "chino pants, red": [["shirt jacket, red", 2], ["t-shirt, red", 1], ["gillet, black", 1]], "shirt jacket, red": [["chino pants, red", 2], ["chino shorts, black", 1], ["chino pants, black", 1]], "long coat, beige": [["skinny pants, black", 1], ["cocktail dress, yellow", 1], ["wide-leg pants, brown", 1]], "polo, black": [["sweatpants, black", 2], ["cycling shorts, black", 2], ["evening dress, black", 2]], "long coat, brown": [["wide-leg pants, brown", 2], ["skinny pants, maroon", 1], ["wide-leg pants, maroon", 1]], "shirt jacket, black": [["denim pants, blue", 2], ["chino shorts, black", 2], ["wide-leg pants, black", 1]], "cargo shorts, white": [["hooded jacket, white", 1], ["casual dress, off white", 1], ["polo, white", 1]], "hooded jacket, white": [["denim pants, blue", 2], ["wide-leg pants, black", 2], ["cargo shorts, white", 1]], "Compression top, red": [["denim pants, blue", 1], ["skirt, red", 1], ["skirt, gold", 1]], "suit jacket, white": [["chino pants, off white", 2], ["wide-leg pants, off white", 2], ["cargo pants, white", 2]], "sweatpants, black": [["polo, black", 2], ["dinner jacket, black", 2], ["suit jacket, navy", 2]], "shirt jacket, blue": [["denim pants, off white", 3], ["denim pants, blue", 1], ["cycling shorts, white", 1]], "sweater, green": [["denim pants, off white", 2], ["cargo pants, white", 1], ["denim pants, blue", 1]], "tank top, beige": [["evening dress, beige", 2], ["denim shorts, white", 1], ["cocktail dress, off white", 1]], "peacoat, cream": [["compression shorts, beige", 2], ["compression shorts, off white", 1], ["evening dress, off white", 1]], "collar shirt, navy": [["denim shorts, off white", 1], ["chino shorts, black", 1], ["track pants, pink", 1]], "track shorts, gold": [["cocktail dress, cream", 1], ["dinner jacket, black", 1], ["t-shirt, yellow", 1]], "cargo shorts, yellow": [["peacoat, gold", 1], ["hoodie, gold", 1], ["t-shirt, gold", 1]], "chino shorts, yellow": [["peacoat, white", 1], ["bomber jacket, blue", 1], ["casual dress, beige", 1]], "trench coat, pink": [["denim pants, pink", 1], ["skinny pants, red", 1], ["casual dress, brown", 1]], "denim shorts, pink": [["polo, pink", 1], ["casual dress, white", 1], ["party dress, pink", 1]], "denim shorts, maroon": [["peacoat, maroon", 1], ["t-shirt, red", 1], ["blouse, maroon", 1]], "cargo pants, beige": [["suit jacket, beige", 2], ["casual dress, off white", 1], ["knitwear, beige", 1]], "sweatpants, brown": [["hoodie, brown", 3], ["peacoat, brown", 2], ["dinner jacket, brown", 1]], "duffle coat, navy": [["denim pants, blue", 3], ["track pants, off white", 1], ["chino pants, black", 1]], "skinny pants, white": [["hoodie, beige", 1], ["evening dress, off white", 1], ["gillet, red", 1]], "hoodie, beige": [["skinny pants, white", 1], ["chino pants, grey", 1], ["chino pants, white", 1]], "blouse, maroon": [["denim shorts, maroon", 1], ["wide-leg pants, maroon", 1], ["denim pants, red", 1]], "trench coat, white": [["denim pants, blue", 2], ["compression shorts, white", 1], ["cargo shorts, beige", 1]], "tuxedo, purple": [["compression shorts, purple", 3], ["skirt, purple", 3], ["sweatpants, purple", 2]], "chino pants, black": [["bomber jacket, white", 2], ["Compression top, black", 2], ["bomber jacket, pink", 2]], "hooded jacket, brown": [["skirt, green", 2], ["denim pants, black", 1], ["skirt, black", 1]], "evening dress, red": [["t-shirt, red", 3], ["sweatpants, red", 1], ["t-shirt, maroon", 1]], "maxi dress, red": [["t-shirt, red", 1], ["knitwear, red", 1], ["cocktail dress, pink", 1]], "skirt, purple": [["t-shirt, purple", 4], ["party dress, purple", 3], ["tuxedo, purple", 3]], "sweatpants, yellow": [["bomber jacket, white", 1], ["t-shirt, maroon", 1], ["down jacket, yellow", 1]], "chino shorts, gold": [["t-shirt, gold", 2], ["cocktail dress, white", 1], ["casual dress, off white", 1]], "wide-leg pants, yellow": [["evening dress, yellow", 3], ["gillet, yellow", 2], ["t-shirt, brown", 1]], "maxi dress, orange": [["chino pants, grey", 1], ["t-shirt, orange", 1], ["cargo shorts, white", 1]], "knitwear, maroon": [["evening dress, maroon", 1], ["wide-leg pants, maroon", 1], ["cargo shorts, maroon", 1]], "shirt jacket, pink": [["chino pants, pink", 1], ["skirt, black", 1], ["denim pants, pink", 1]], "cycling shorts, brown": [["t-shirt, brown", 5], ["tank top, brown", 2], ["tank top, off white", 1]], "cardigan, blue": [["denim pants, blue", 3], ["denim pants, black", 2], ["evening dress, grey", 1]], "leather jacket, maroon": [["chino pants, black", 1], ["chino shorts, black", 1], ["denim pants, blue", 1]], "track pants, beige": [["suit jacket, grey", 1]], "cycling shorts, off white": [["biker jacket, off white", 2], ["track jacket, off white", 2], ["polo, yellow", 1]], "skirt, maroon": [["sweater, maroon", 4], ["cocktail dress, maroon", 4], ["t-shirt, maroon", 4]], "sweater, black": [["skirt, black", 6], ["skirt, maroon", 2], ["track pants, black", 2]], "gillet, off white": [["skirt, black", 2], ["chino shorts, white", 1], ["maxi dress, grey", 1]], "Compression top, off white": [["chino shorts, black", 3], ["cargo shorts, pink", 2], ["cycling shorts, grey", 2]], "cocktail dress, yellow": [["chino shorts, gold", 1], ["t-shirt, blue", 1], ["long coat, beige", 1]], "shirt jacket, yellow": [["chino shorts, blue", 1], ["denim pants, off white", 1]], "tailored pants, white": [["Compression top, navy", 1], ["casual dress, white", 1], ["suit jacket, off white", 1]], "Compression top, navy": [["tailored pants, white", 1], ["skirt, navy", 1], ["sweatpants, grey", 1]], "gillet, yellow": [["wide-leg pants, yellow", 2], ["compression shorts, blue", 1], ["compression shorts, gold", 1]], "track jacket, green": [["track shorts, black", 1], ["cargo pants, navy", 1], ["denim pants, blue", 1]], "long coat, maroon": [["wide-leg pants, maroon", 2], ["evening dress, maroon", 1]], "tailored pants, maroon": [["cocktail dress, white", 1], ["blouse, off white", 1], ["suit jacket, purple", 1]], "compression shorts, brown": [["t-shirt, brown", 2], ["casual dress, brown", 1], ["cocktail dress, off white", 1]], "casual dress, brown": [["compression shorts, brown", 1], ["long coat, white", 1], ["sweater, beige", 1]], "casual dress, orange": [["t-shirt, maroon", 1], ["collar shirt, blue", 1], ["chino shorts, off white", 1]], "cargo pants, grey": [["track jacket, pink", 1], ["Compression top, grey", 1], ["bomber jacket, blue", 1]], "tailored pants, blue": [["cardigan, black", 1], ["knitwear, beige", 1], ["Compression top, off white", 1]], "knitwear, red": [["evening dress, maroon", 1], ["cocktail dress, red", 1], ["wide-leg pants, red", 1]], "skirt, gold": [["dinner jacket, gold", 1], ["Compression top, red", 1], ["collar shirt, green", 1]], "dinner jacket, gold": [["skirt, gold", 1], ["cocktail dress, blue", 1]], "skinny pants, blue": [["dinner jacket, blue", 2], ["trench coat, white", 1], ["bomber jacket, red", 1]], "tuxedo, maroon": [["wide-leg pants, maroon", 3], ["sweatpants, red", 1], ["sweatpants, maroon", 1]], "cardigan, white": [["denim pants, off white", 2], ["compression shorts, white", 1], ["chino pants, off white", 1]], "sundress, navy": [["skirt, off white", 1]], "tuxedo, green": [["cargo pants, green", 1], ["cargo shorts, blue", 1], ["wide-leg pants, green", 1]], "chino pants, orange": [["polo, white", 1], ["collar shirt, orange", 1], ["sundress, brown", 1]], "track pants, purple": [["casual dress, off white", 1], ["Compression top, purple", 1], ["polo, grey", 1]], "Compression top, grey": [["leggings, off white", 2], ["sweatpants, off white", 1], ["skirt, black", 1]], "Compression top, brown": [["skirt, brown", 2], ["chino shorts, off white", 2], ["compression shorts, white", 1]], "hooded jacket, orange": [["denim pants, black", 1], ["casual dress, white", 1], ["track shorts, brown", 1]], "blouse, white": [["cargo shorts, off white", 1], ["skirt, maroon", 1], ["leggings, gold", 1]], "cardigan, orange": [["denim pants, blue", 2], ["cocktail dress, off white", 1], ["party dress, red", 1]], "hoodie, white": [["chino pants, off white", 2], ["tailored pants, off white", 1], ["track pants, off white", 1]], "chino shorts, brown": [["suit jacket, beige", 1], ["casual dress, blue", 1], ["blouse, off white", 1]], "track pants, brown": [["t-shirt, brown", 1]], "bomber jacket, off white": [["cargo pants, black", 1], ["denim shorts, white", 1], ["cargo pants, blue", 1]], "Compression top, cream": [["denim pants, green", 1], ["skirt, pink", 1], ["chino shorts, off white", 1]], "collar shirt, beige": [["chino pants, blue", 2], ["skirt, beige", 2], ["chino shorts, off white", 1]], "blazer, orange": [["chino shorts, blue", 1], ["cargo pants, blue", 1], ["denim pants, off white", 1]], "party dress, red": [["cocktail dress, red", 1], ["cardigan, orange", 1], ["sweatpants, red", 1]], "track jacket, beige": [["skinny pants, black", 1], ["chino pants, maroon", 1], ["cycling shorts, grey", 1]], "track jacket, blue": [["cycling shorts, grey", 1], ["cycling shorts, blue", 1]], "trench coat, blue": [["denim pants, blue", 2], ["denim pants, purple", 1]], "tailored pants, grey": [["maxi dress, grey", 1], ["suit jacket, off white", 1], ["polo, grey", 1]], "maxi dress, grey": [["tailored pants, grey", 1], ["gillet, white", 1], ["cargo shorts, beige", 1]], "skinny pants, off white": [["cardigan, white", 1], ["duffle coat, beige", 1], ["suit jacket, grey", 1]], "track pants, pink": [["polo, pink", 1], ["track jacket, pink", 1], ["cocktail dress, black", 1]], "knitwear, green": [["cargo pants, green", 1], ["denim pants, blue", 1], ["compression shorts, white", 1]], "skirt, grey": [["polo, white", 1], ["gillet, white", 1], ["sweater, off white", 1]], "tuxedo, red": [["cargo shorts, black", 1], ["denim shorts, off white", 1], ["skirt, red", 1]], "track pants, cream": [["sweater, pink", 1], ["collar shirt, off white", 1]], "cardigan, beige": [["denim pants, blue", 4], ["cocktail dress, black", 1], ["cocktail dress, off white", 1]], "chino shorts, purple": [["t-shirt, white", 2], ["collar shirt, black", 1], ["down jacket, blue", 1]], "bomber jacket, black": [["denim pants, off white", 3], ["denim pants, blue", 3], ["skinny pants, blue", 1]], "knitwear, beige": [["compression shorts, beige", 2], ["skirt, beige", 1], ["chino shorts, blue", 1]], "leather jacket, blue": [["denim pants, blue", 2], ["leggings, black", 1], ["chino shorts, black", 1]], "chino shorts, navy": [["tank top, off white", 2], ["gillet, orange", 1], ["biker jacket, purple", 1]], "leggings, yellow": [["peacoat, white", 1], ["evening dress, black", 1]], "sweater, gold": [["chino pants, off white", 1], ["skirt, maroon", 1]], "peacoat, brown": [["wide-leg pants, brown", 2], ["sweatpants, brown", 2], ["leggings, green", 1]], "turtleneck, beige": [["compression shorts, brown", 1], ["skinny pants, black", 1], ["leggings, brown", 1]], "leather jacket, white": [["chino shorts, black", 1], ["skirt, white", 1], ["chino pants, navy", 1]], "cardigan, red": [["skinny pants, beige", 1], ["party dress, red", 1], ["denim pants, black", 1]], "gillet, maroon": [["skirt, maroon", 1], ["tailored pants, maroon", 1], ["cycling shorts, maroon", 1]], "long coat, red": [["denim pants, black", 1], ["evening dress, off white", 1], ["chino pants, maroon", 1]], "tuxedo, off white": [["chino pants, black", 1], ["chino pants, yellow", 1], ["denim pants, black", 1]], "tank top, purple": [["skirt, purple", 2], ["evening dress, purple", 1], ["cycling shorts, purple", 1]], "turtleneck, cream": [["denim shorts, off white", 1], ["cycling shorts, yellow", 1], ["track shorts, navy", 1]], "tank top, orange": [["denim shorts, blue", 1], ["wide-leg pants, orange", 1], ["denim pants, blue", 1]], "suit jacket, purple": [["leggings, purple", 1], ["denim pants, purple", 1], ["compression shorts, purple", 1]], "tank top, maroon": [["cycling shorts, red", 1], ["cycling shorts, maroon", 1], ["cargo pants, black", 1]], "chino pants, white": [["collar shirt, off white", 2], ["track jacket, black", 1], ["sweater, beige", 1]], "track jacket, black": [["chino pants, white", 1], ["cargo pants, blue", 1], ["denim pants, off white", 1]], "gillet, brown": [["wide-leg pants, brown", 1], ["cargo pants, red", 1], ["track shorts, black", 1]], "sweater, red": [["denim pants, blue", 2], ["chino shorts, black", 1], ["skirt, off white", 1]], "evening dress, blue": [["Compression top, blue", 1], ["denim pants, pink", 1], ["cardigan, blue", 1]], "party dress, maroon": [["party dress, maroon", 2], ["tuxedo, black", 1]], "sweater, grey": [["denim pants, blue", 2], ["track pants, black", 1], ["chino pants, black", 1]], "evening dress, white": [["gillet, white", 1], ["maxi dress, off white", 1], ["duffle coat, off white", 1]], "suit jacket, yellow": [["denim pants, black", 1]], "tank top, navy": [["chino shorts, white", 1], ["maxi dress, white", 1], ["evening dress, grey", 1]], "cycling shorts, purple": [["polo, purple", 5], ["t-shirt, purple", 3], ["tank top, purple", 1]], "denim pants, grey": [["casual dress, white", 1], ["collar shirt, brown", 1], ["t-shirt, grey", 1]], "dinner jacket, pink": [["evening dress, maroon", 1], ["denim pants, off white", 1]], "cargo shorts, brown": [["t-shirt, brown", 2], ["Compression top, pink", 1], ["t-shirt, off white", 1]], "chino pants, purple": [["t-shirt, purple", 1], ["polo, purple", 1], ["down jacket, beige", 1]], "biker jacket, maroon": [["denim pants, black", 1], ["skinny pants, off white", 1], ["denim pants, blue", 1]], "track shorts, purple": [["hoodie, purple", 1], ["casual dress, off white", 1], ["peacoat, purple", 1]], "party dress, white": [["chino shorts, pink", 1], ["wide-leg pants, off white", 1], ["skirt, beige", 1]], "bomber jacket, grey": [["compression shorts, grey", 1], ["leggings, black", 1], ["chino shorts, grey", 1]], "polo, cream": [["denim shorts, off white", 1], ["cycling shorts, green", 1], ["compression shorts, off white", 1]], "leather jacket, red": [["denim pants, blue", 2], ["leggings, red", 1], ["chino shorts, pink", 1]], "polo, orange": [["denim shorts, orange", 2], ["evening dress, orange", 1], ["sundress, black", 1]], "maxi dress, brown": [["hoodie, brown", 1]], "cocktail dress, blue": [["cargo shorts, pink", 1], ["blouse, off white", 1], ["track shorts, black", 1]], "maxi dress, off white": [["evening dress, white", 1]], "skinny pants, green": [["trench coat, off white", 1], ["t-shirt, green", 1], ["gillet, cream", 1]], "blazer, green": [["denim pants, blue", 1], ["cargo pants, off white", 1]], "knitwear, blue": [["sweatpants, blue", 1], ["evening dress, blue", 1], ["casual dress, navy", 1]], "dinner jacket, maroon": [["denim pants, brown", 1], ["denim pants, black", 1], ["cocktail dress, off white", 1]], "wide-leg pants, green": [["evening dress, green", 3], ["duffle coat, green", 1], ["suit jacket, green", 1]], "hooded jacket, blue": [["skirt, off white", 1], ["cargo pants, blue", 1], ["track pants, off white", 1]], "sweatpants, grey": [["suit jacket, off white", 1], ["Compression top, navy", 1], ["hoodie, black", 1]], "casual dress, red": [["skirt, white", 2], ["denim shorts, blue", 1], ["denim shorts, off white", 1]], "party dress, black": [["skirt, brown", 2], ["skirt, black", 2], ["collar shirt, black", 1]], "duffle coat, yellow": [["denim pants, blue", 3], ["denim pants, grey", 1]], "cardigan, yellow": [["denim pants, blue", 2], ["wide-leg pants, blue", 1], ["denim pants, black", 1]], "biker jacket, red": [["compression shorts, white", 1], ["evening dress, off white", 1]], "leggings, gold": [["blouse, white", 1], ["leather jacket, off white", 1]], "skinny pants, orange": [["t-shirt, orange", 2], ["polo, orange", 1], ["knitwear, orange", 1]], "gillet, grey": [["cycling shorts, grey", 1], ["chino shorts, black", 1], ["evening dress, grey", 1]], "military jacket, red": [["cargo pants, brown", 1]], "leather jacket, black": [["chino shorts, black", 4], ["cargo pants, off white", 1], ["skirt, grey", 1]], "trench coat, orange": [["chino pants, brown", 1], ["chino pants, black", 1]], "sweatpants, orange": [["casual dress, beige", 1], ["long coat, orange", 1], ["hooded jacket, orange", 1]], "mini dress, off white": [["skirt, off white", 1], ["chino shorts, brown", 1], ["hooded jacket, black", 1]], "cocktail dress, grey": [["peacoat, white", 3], ["casual dress, black", 1], ["trench coat, brown", 1]], "peacoat, blue": [["denim pants, blue", 2], ["casual dress, blue", 2], ["cocktail dress, navy", 1]], "trench coat, purple": [["denim pants, black", 1], ["party dress, white", 1], ["cargo shorts, purple", 1]], "duffle coat, white": [["denim pants, blue", 3], ["cargo pants, off white", 2], ["chino pants, black", 1]], "tailored pants, beige": [["Compression top, brown", 1], ["trench coat, beige", 1], ["cardigan, brown", 1]], "sundress, black": [["suit jacket, brown", 1], ["polo, orange", 1], ["track shorts, navy", 1]], "suit jacket, brown": [["cargo pants, brown", 2], ["skirt, brown", 2], ["sundress, black", 1]], "shirt jacket, green": [["skirt, yellow", 1], ["skirt, green", 1], ["cargo pants, black", 1]], "chino shorts, maroon": [["t-shirt, maroon", 3], ["blouse, black", 1], ["t-shirt, beige", 1]], "blouse, black": [["skirt, black", 2], ["denim pants, blue", 2], ["chino shorts, maroon", 1]], "sweatpants, white": [["cocktail dress, off white", 2], ["tuxedo, pink", 1], ["peacoat, white", 1]], "peacoat, pink": [["compression shorts, pink", 2], ["chino pants, pink", 1], ["skirt, green", 1]], "chino shorts, green": [["t-shirt, white", 1], ["cocktail dress, cream", 1], ["turtleneck, off white", 1]], "chino shorts, grey": [["Compression top, black", 1], ["bomber jacket, grey", 1], ["cardigan, white", 1]], "evening dress, orange": [["polo, orange", 1], ["polo, red", 1], ["skirt, orange", 1]], "compression shorts, red": [["t-shirt, red", 4], ["polo, red", 2], ["t-shirt, brown", 1]], "long coat, pink": [["denim pants, black", 1], ["cycling shorts, pink", 1], ["cargo pants, blue", 1]], "tailored pants, pink": [["Compression top, beige", 1], ["sweater, black", 1], ["cardigan, pink", 1]], "suit jacket, blue": [["chino pants, navy", 2], ["denim pants, off white", 1], ["chino pants, off white", 1]], "down jacket, grey": [["chino shorts, black", 1], ["cargo pants, white", 1], ["denim pants, black", 1]], "skinny pants, purple": [["t-shirt, purple", 2], ["evening dress, purple", 2], ["polo, white", 1]], "hooded jacket, gold": [["denim pants, blue", 2], ["cargo pants, black", 1], ["skirt, beige", 1]], "cargo pants, yellow": [["t-shirt, gold", 1], ["hooded jacket, yellow", 1]], "duffle coat, pink": [["denim pants, navy", 1], ["chino pants, navy", 1], ["denim pants, red", 1]], "sundress, white": [["cycling shorts, off white", 1]], "cargo pants, red": [["cocktail dress, red", 1], ["t-shirt, brown", 1], ["t-shirt, red", 1]], "down jacket, pink": [["denim pants, blue", 2], ["wide-leg pants, navy", 1], ["chino shorts, navy", 1]], "denim pants, maroon": [["peacoat, maroon", 2], ["knitwear, maroon", 1], ["t-shirt, white", 1]], "tuxedo, gold": [["compression shorts, gold", 1], ["evening dress, gold", 1], ["evening dress, off white", 1]], "duffle coat, orange": [["denim pants, blue", 1], ["chino shorts, off white", 1]], "sweatpants, pink": [["collar shirt, pink", 1], ["sweater, pink", 1], ["t-shirt, pink", 1]], "track pants, blue": [["t-shirt, blue", 1], ["long coat, black", 1], ["cardigan, black", 1]], "hooded jacket, navy": [["cargo pants, blue", 3], ["compression shorts, blue", 1], ["skinny pants, blue", 1]], "track jacket, navy": [["denim pants, blue", 1], ["wide-leg pants, off white", 1], ["cargo shorts, blue", 1]], "blazer, white": [["denim pants, pink", 1], ["skinny pants, beige", 1]], "Compression top, purple": [["cocktail dress, purple", 2], ["chino shorts, black", 2], ["evening dress, purple", 1]], "tank top, black": [["skirt, black", 5], ["sweatpants, blue", 1], ["denim shorts, blue", 1]], "compression shorts, cream": [["t-shirt, cream", 3], ["t-shirt, beige", 2], ["long coat, cream", 1]], "sweatpants, purple": [["tuxedo, purple", 2], ["gillet, purple", 2], ["hoodie, purple", 2]], "collar shirt, orange": [["chino pants, orange", 1], ["skirt, blue", 1], ["wide-leg pants, orange", 1]], "party dress, orange": [["cycling shorts, blue", 1]], "track shorts, red": [["hoodie, red", 1], ["t-shirt, black", 1], ["polo, red", 1]], "sundress, brown": [["chino pants, orange", 1], ["chino shorts, yellow", 1]], "blazer, black": [["denim pants, black", 2], ["cargo pants, blue", 1], ["chino shorts, black", 1]], "cocktail dress, green": [["cocktail dress, green", 2], ["bomber jacket, white", 1], ["cycling shorts, green", 1]], "denim pants, yellow": [["cocktail dress, navy", 1], ["bomber jacket, beige", 1], ["evening dress, yellow", 1]], "skinny pants, red": [["polo, red", 1], ["trench coat, pink", 1], ["casual dress, white", 1]], "party dress, off white": [["cycling shorts, cream", 1], ["denim pants, grey", 1], ["t-shirt, white", 1]], "casual dress, maroon": [["skirt, maroon", 1], ["cardigan, purple", 1], ["trench coat, maroon", 1]], "hoodie, gold": [["cargo shorts, yellow", 1], ["chino shorts, blue", 1]], "hoodie, off white": [["chino shorts, brown", 1], ["evening dress, white", 1], ["denim shorts, gold", 1]], "biker jacket, cream": [["cargo pants, maroon", 1], ["cargo shorts, brown", 1], ["denim shorts, off white", 1]], "party dress, beige": [["trench coat, beige", 1], ["cocktail dress, gold", 1], ["skirt, off white", 1]], "tank top, white": [["denim shorts, orange", 1], ["wide-leg pants, pink", 1], ["chino shorts, yellow", 1]], "skinny pants, pink": [["collar shirt, pink", 2], ["casual dress, beige", 1], ["cardigan, pink", 1]], "biker jacket, black": [["chino pants, grey", 1], ["denim pants, off white", 1], ["skirt, off white", 1]], "polo, off white": [["skinny pants, brown", 1], ["tailored pants, cream", 1]], "hoodie, grey": [["cycling shorts, purple", 1], ["sweatpants, off white", 1], ["chino pants, black", 1]], "gillet, cream": [["skirt, yellow", 1], ["skinny pants, green", 1], ["wide-leg pants, beige", 1]], "cardigan, green": [["wide-leg pants, yellow", 1], ["casual dress, green", 1], ["chino pants, off white", 1]], "cocktail dress, gold": [["bomber jacket, gold", 1], ["wide-leg pants, off white", 1], ["party dress, beige", 1]], "bomber jacket, gold": [["cocktail dress, gold", 1], ["cargo pants, black", 1]], "track shorts, maroon": [["cocktail dress, maroon", 1]], "evening dress, gold": [["tuxedo, gold", 1], ["gillet, beige", 1], ["blouse, gold", 1]], "biker jacket, pink": [["denim pants, black", 2]], "trench coat, black": [["cargo shorts, white", 1], ["party dress, white", 1], ["wide-leg pants, black", 1]], "long coat, cream": [["compression shorts, cream", 1]], "turtleneck, black": [["skirt, beige", 2], ["skirt, white", 1], ["skirt, gold", 1]], "hooded jacket, black": [["denim pants, blue", 2], ["evening dress, off white", 1], ["denim pants, black", 1]], "cargo shorts, grey": [["gillet, off white", 1], ["t-shirt, white", 1], ["bomber jacket, orange", 1]], "long coat, grey": [["skinny pants, black", 1], ["denim pants, blue", 1], ["sweatpants, black", 1]], "track jacket, yellow": [["skirt, orange", 1], ["skirt, yellow", 1], ["chino shorts, blue", 1]], "leather jacket, green": [["cargo pants, off white", 1], ["wide-leg pants, green", 1], ["denim pants, blue", 1]], "military jacket, maroon": [["denim pants, red", 1]], "dinner jacket, orange": [["skirt, black", 1], ["skirt, brown", 1], ["chino shorts, red", 1]], "tuxedo, navy": [["compression shorts, navy", 3], ["evening dress, navy", 2], ["chino pants, navy", 2]], "cargo pants, gold": [["shirt jacket, white", 1], ["shirt jacket, gold", 1], ["evening dress, beige", 1]], "peacoat, red": [["sweatpants, red", 1], ["compression shorts, red", 1], ["sweatpants, beige", 1]], "shirt jacket, brown": [["chino shorts, brown", 1], ["denim pants, black", 1], ["skirt, brown", 1]], "chino shorts, orange": [["t-shirt, off white", 2], ["blouse, orange", 1], ["collar shirt, red", 1]], "compression shorts, orange": [["t-shirt, orange", 2], ["blouse, off white", 1], ["Compression top, orange", 1]], "trench coat, maroon": [["wide-leg pants, maroon", 2], ["casual dress, maroon", 1], ["denim pants, off white", 1]], "skinny pants, yellow": [["evening dress, yellow", 1]], "blouse, cream": [["skirt, off white", 2], ["skirt, red", 1]], "duffle coat, green": [["wide-leg pants, green", 1], ["denim pants, blue", 1], ["denim pants, black", 1]], "tuxedo, brown": [["cycling shorts, grey", 1], ["cycling shorts, navy", 1], ["cargo shorts, blue", 1]], "tailored pants, cream": [["cocktail dress, off white", 1], ["polo, off white", 1], ["peacoat, white", 1]], "leggings, grey": [["suit jacket, white", 1], ["blazer, maroon", 1]], "duffle coat, blue": [["chino pants, orange", 1], ["evening dress, purple", 1], ["denim pants, blue", 1]], "down jacket, beige": [["chino pants, purple", 1], ["denim pants, black", 1], ["wide-leg pants, black", 1]], "cardigan, off white": [["wide-leg pants, blue", 2], ["cycling shorts, off white", 1], ["denim shorts, off white", 1]], "long coat, gold": [["wide-leg pants, black", 1], ["cargo shorts, beige", 1]], "dinner jacket, purple": [["denim pants, purple", 2], ["denim pants, black", 2], ["wide-leg pants, purple", 1]], "leggings, orange": [["cocktail dress, orange", 1], ["t-shirt, off white", 1], ["polo, orange", 1]], "leggings, black": [["Compression top, red", 1], ["bomber jacket, grey", 1], ["leather jacket, blue", 1]], "party dress, brown": [["knitwear, brown", 1], ["compression shorts, purple", 1], ["chino shorts, red", 1]], "bomber jacket, navy": [["skinny pants, off white", 1], ["denim pants, blue", 1], ["denim pants, black", 1]], "gillet, green": [["cargo shorts, green", 2], ["compression shorts, green", 1]], "tailored pants, brown": [["long coat, black", 1]], "Compression top, orange": [["skirt, orange", 2], ["chino shorts, orange", 1], ["skirt, beige", 1]], "suit jacket, red": [["chino shorts, black", 2], ["chino shorts, red", 1], ["cocktail dress, off white", 1]], "bomber jacket, orange": [["cocktail dress, pink", 1], ["track pants, black", 1], ["chino shorts, black", 1]], "biker jacket, brown": [["cargo pants, black", 1], ["cargo shorts, beige", 1]], "blazer, pink": [["denim pants, off white", 1], ["skirt, off white", 1], ["denim pants, navy", 1]], "sweater, yellow": [["denim pants, blue", 2], ["denim pants, black", 1], ["cargo pants, black", 1]], "biker jacket, beige": [["evening dress, off white", 1], ["denim shorts, white", 1], ["skirt, off white", 1]], "sundress, beige": [["chino pants, orange", 1], ["cargo shorts, yellow", 1]], "track pants, maroon": [["Compression top, white", 1], ["suit jacket, maroon", 1], ["tuxedo, maroon", 1]], "denim shorts, red": [["t-shirt, red", 3], ["tank top, off white", 1], ["t-shirt, white", 1]], "shirt jacket, gold": [["compression shorts, brown", 1], ["chino shorts, black", 1], ["skirt, yellow", 1]], "biker jacket, off white": [["cycling shorts, off white", 2], ["skirt, off white", 1]], "tuxedo, black": [["maxi dress, black", 1], ["cycling shorts, black", 1], ["party dress, maroon", 1]], "mini dress, brown": [["chino shorts, beige", 1]], "long coat, green": [["denim pants, green", 2], ["tailored pants, green", 2], ["wide-leg pants, green", 1]], "dinner jacket, grey": [["tailored pants, off white", 1], ["denim pants, black", 1], ["wide-leg pants, grey", 1]], "hoodie, maroon": [["cycling shorts, maroon", 1], ["compression shorts, maroon", 1], ["skirt, brown", 1]], "suit jacket, cream": [["compression shorts, beige", 1]], "peacoat, navy": [["skirt, black", 2], ["chino pants, black", 1]], "sweater, blue": [["denim pants, blue", 3], ["evening dress, blue", 1], ["chino shorts, beige", 1]], "shirt jacket, maroon": [["chino shorts, black", 1], ["mini dress, maroon", 1], ["evening dress, maroon", 1]], "blouse, gold": [["evening dress, gold", 1], ["denim shorts, off white", 1]], "knitwear, grey": [["chino pants, green", 1], ["evening dress, grey", 1], ["cocktail dress, purple", 1]], "turtleneck, red": [["chino pants, navy", 1], ["wide-leg pants, navy", 1]], "blouse, brown": [["cocktail dress, off white", 1], ["denim shorts, orange", 1], ["skirt, red", 1]], "bomber jacket, maroon": [["denim pants, blue", 2], ["skinny pants, blue", 1], ["chino shorts, black", 1]], "denim shorts, yellow": [["t-shirt, white", 1], ["knitwear, gold", 1]], "peacoat, purple": [["leggings, purple", 2], ["compression shorts, maroon", 1], ["chino pants, purple", 1]], "cargo pants, navy": [["track jacket, green", 1], ["sweater, green", 1]], "cargo shorts, gold": [["hoodie, brown", 1], ["t-shirt, brown", 1], ["t-shirt, gold", 1]], "military jacket, brown": [["chino pants, black", 1], ["leggings, black", 1]], "peacoat, yellow": [["evening dress, yellow", 1], ["denim pants, blue", 1]], "sundress, pink": [["skirt, off white", 1], ["leggings, white", 1], ["cycling shorts, pink", 1]], "blouse, pink": [["evening dress, pink", 1], ["cargo shorts, off white", 1]], "evening dress, cream": [["gillet, beige", 1], ["cocktail dress, beige", 1], ["Compression top, beige", 1]], "knitwear, pink": [["cycling shorts, pink", 1], ["wide-leg pants, pink", 1], ["skinny pants, off white", 1]], "hooded jacket, purple": [["denim pants, off white", 1], ["cargo pants, purple", 1], ["skinny pants, black", 1]], "cardigan, pink": [["denim pants, blue", 2], ["skinny pants, pink", 1], ["denim pants, pink", 1]], "biker jacket, yellow": [["chino shorts, gold", 1], ["compression shorts, beige", 1], ["cargo shorts, black", 1]], "tuxedo, white": [["sweatpants, black", 2], ["wide-leg pants, maroon", 1], ["cycling shorts, purple", 1]], "hoodie, blue": [["cycling shorts, blue", 2], ["compression shorts, off white", 1], ["denim pants, blue", 1]], "maxi dress, maroon": [["t-shirt, maroon", 1], ["peacoat, maroon", 1]], "track shorts, white": [["track jacket, off white", 1], ["t-shirt, cream", 1]], "blazer, navy": [["wide-leg pants, navy", 1]], "mini dress, cream": [["t-shirt, brown", 1], ["cargo shorts, pink", 1], ["party dress, cream", 1]], "trench coat, brown": [["casual dress, beige", 1], ["chino pants, brown", 1], ["cocktail dress, grey", 1]], "leggings, brown": [["hooded jacket, red", 1], ["sweater, maroon", 1], ["knitwear, beige", 1]], "mini dress, black": [["peacoat, off white", 1]], "duffle coat, gold": [["denim pants, blue", 1], ["skirt, green", 1]], "long coat, purple": [["skinny pants, blue", 1], ["casual dress, maroon", 1], ["cargo pants, pink", 1]], "leggings, white": [["sundress, pink", 1], ["Compression top, black", 1], ["evening dress, maroon", 1]], "wide-leg pants, gold": [["casual dress, gold", 1], ["peacoat, gold", 1]], "casual dress, gold": [["wide-leg pants, gold", 1], ["casual dress, yellow", 1]], "blazer, maroon": [["denim pants, blue", 1], ["leggings, grey", 1]], "hooded jacket, pink": [["cargo pants, pink", 1], ["maxi dress, pink", 1], ["chino shorts, pink", 1]], "bomber jacket, cream": [["cycling shorts, beige", 1], ["denim pants, red", 1], ["denim pants, black", 1]], "down jacket, yellow": [["denim pants, black", 1], ["denim pants, blue", 1], ["sweatpants, yellow", 1]], "mini dress, maroon": [["shirt jacket, maroon", 1], ["evening dress, maroon", 1]], "down jacket, blue": [["chino shorts, purple", 1], ["chino pants, blue", 1], ["wide-leg pants, blue", 1]], "party dress, grey": [["gillet, grey", 1], ["sweater, white", 1], ["t-shirt, white", 1]], "long coat, orange": [["chino pants, orange", 1], ["sweatpants, orange", 1], ["evening dress, orange", 1]], "sweater, orange": [["denim shorts, black", 1], ["denim pants, beige", 1], ["wide-leg pants, brown", 1]], "blazer, yellow": [["chino shorts, white", 1], ["denim pants, blue", 1]], "party dress, cream": [["tuxedo, yellow", 1], ["mini dress, cream", 1]], "sweatpants, beige": [["t-shirt, beige", 1], ["peacoat, red", 1], ["down jacket, gold", 1]], "knitwear, cream": [["denim pants, brown", 1], ["cycling shorts, pink", 1], ["cargo shorts, orange", 1]], "hooded jacket, maroon": [["chino shorts, black", 1]], "shirt jacket, orange": [["chino pants, red", 1]], "chino pants, cream": [["knitwear, off white", 1], ["bomber jacket, green", 1], ["gillet, beige", 1]], "tailored pants, purple": [["casual dress, white", 1], ["evening dress, purple", 1]], "tailored pants, gold": [["suit jacket, off white", 1], ["cocktail dress, off white", 1]], "bomber jacket, purple": [["denim pants, black", 3], ["denim shorts, off white", 1], ["skirt, purple", 1]], "duffle coat, off white": [["chino shorts, black", 1], ["evening dress, white", 1], ["denim pants, blue", 1]], "skirt, cream": [["tank top, beige", 1], ["blouse, off white", 1]], "leather jacket, orange": [["chino shorts, black", 1], ["cargo shorts, off white", 1], ["chino pants, black", 1]], "trench coat, red": [["compression shorts, off white", 1], ["cargo shorts, red", 1], ["cocktail dress, red", 1]], "party dress, yellow": [["collar shirt, off white", 2], ["casual dress, yellow", 1], ["tuxedo, yellow", 1]], "down jacket, white": [["chino pants, navy", 1], ["compression shorts, black", 1], ["denim pants, blue", 1]], "long coat, yellow": [["cargo pants, off white", 1], ["wide-leg pants, yellow", 1], ["skinny pants, black", 1]], "track pants, orange": [["sweater, black", 1], ["peacoat, white", 1], ["Compression top, black", 1]], "sundress, red": [["sundress, red", 2], ["skirt, red", 1], ["cycling shorts, red", 1]], "sundress, blue": [["skirt, black", 1]], "track shorts, blue": [["polo, blue", 1]], "trench coat, navy": [["cargo pants, white", 1], ["cocktail dress, black", 1], ["skirt, off white", 1]], "leggings, cream": [["polo, brown", 1]], "biker jacket, navy": [["denim pants, blue", 1], ["chino pants, navy", 1]], "down jacket, off white": [["cargo shorts, brown", 1]], "polo, grey": [["denim pants, off white", 1], ["casual dress, off white", 1], ["tailored pants, grey", 1]], "tank top, gold": [["wide-leg pants, purple", 1], ["denim shorts, off white", 1], ["denim shorts, blue", 1]], "peacoat, black": [["cargo pants, black", 1], ["skinny pants, off white", 1]], "military jacket, blue": [["denim pants, off white", 1]], "turtleneck, blue": [["skirt, black", 1], ["track pants, black", 1], ["chino pants, blue", 1]], "denim pants, orange": [["t-shirt, orange", 2], ["t-shirt, blue", 1], ["gillet, orange", 1]], "trench coat, gold": [["cycling shorts, gold", 1]], "turtleneck, orange": [["track pants, black", 1], ["denim pants, blue", 1]], "dinner jacket, black": [["sweatpants, black", 2], ["track shorts, gold", 1], ["chino shorts, black", 1]], "sundress, orange": [["skirt, orange", 1], ["peacoat, maroon", 1]], "knitwear, white": [["cargo pants, blue", 1], ["cargo shorts, brown", 1], ["wide-leg pants, white", 1]], "denim shorts, navy": [["collar shirt, off white", 1], ["t-shirt, white", 1], ["cocktail dress, navy", 1]], "tailored pants, red": [["t-shirt, red", 1]], "track pants, grey": [["t-shirt, red", 1], ["Compression top, black", 1]], "biker jacket, purple": [["chino shorts, navy", 1], ["evening dress, purple", 1], ["denim pants, black", 1]], "shirt jacket, grey": [["denim pants, off white", 2], ["cargo pants, off white", 1], ["cargo shorts, brown", 1]], "suit jacket, gold": [["skirt, off white", 1], ["chino pants, brown", 1]], "gillet, blue": [["chino pants, blue", 2], ["sweatpants, blue", 2], ["denim pants, off white", 1]], "hooded jacket, off white": [["sweatpants, black", 1], ["cargo shorts, black", 1], ["denim pants, black", 1]], "down jacket, orange": [["denim pants, blue", 1]], "turtleneck, maroon": [["skirt, brown", 1], ["skirt, black", 1]], "turtleneck, pink": [["skirt, pink", 1]], "peacoat, beige": [["cocktail dress, off white", 1], ["compression shorts, cream", 1], ["skirt, off white", 1]], "knitwear, purple": [["compression shorts, purple", 1]], "hooded jacket, yellow": [["denim pants, off white", 1], ["cargo pants, yellow", 1]], "blouse, green": [["skirt, green", 1]], "hooded jacket, cream": [["cargo pants, beige", 1]], "down jacket, green": [["compression shorts, green", 1], ["track shorts, pink", 1]], "trench coat, grey": [["skinny pants, off white", 1]], "skinny pants, grey": [["blazer, off white", 1], ["collar shirt, off white", 1]], "blazer, off white": [["skinny pants, grey", 1], ["track pants, off white", 1]], "polo, gold": [["cargo shorts, blue", 1]], "mini dress, blue": [["compression shorts, blue", 1], ["skirt, purple", 1]], "shirt jacket, cream": [["denim pants, blue", 1]], "down jacket, navy": [["chino shorts, white", 1], ["cargo shorts, blue", 1]], "turtleneck, grey": [["skinny pants, black", 1], ["chino pants, navy", 1]], "long coat, navy": [["sweatpants, black", 1]], "denim shorts, green": [["tank top, off white", 1], ["peacoat, green", 1]], "down jacket, purple": [["chino pants, pink", 1], ["chino shorts, black", 1], ["sweatpants, purple", 1]], "leather jacket, cream": [["compression shorts, cream", 1]], "hoodie, green": [["leggings, off white", 1], ["wide-leg pants, black", 1]], "military jacket, black": [["skirt, black", 1], ["chino shorts, black", 1], ["evening dress, grey", 1]], "dinner jacket, navy": [["chino pants, navy", 1]], "knitwear, gold": [["denim shorts, yellow", 1]], "knitwear, yellow": [["denim pants, green", 1]], "tank top, green": [["skirt, green", 1], ["wide-leg pants, white", 1]], "hooded jacket, grey": [["cargo pants, grey", 1], ["cargo pants, off white", 1]], "Compression top, gold": [["evening dress, cream", 1], ["skirt, gold", 1], ["skirt, maroon", 1]], "mini dress, green": [["Compression top, brown", 1]], "skinny pants, cream": [["collar shirt, beige", 1]], "mini dress, yellow": [["peacoat, gold", 1]], "blouse, red": [["wide-leg pants, off white", 1], ["chino shorts, black", 1]], "denim shorts, grey": [["sweater, white", 1], ["long coat, grey", 1]], "skinny pants, navy": [["suit jacket, blue", 1]], "peacoat, grey": [["compression shorts, off white", 1], ["sweatpants, black", 1]], "cardigan, cream": [["denim pants, black", 1]], "dinner jacket, yellow": [["denim pants, blue", 1]], "military jacket, grey": [["chino pants, navy", 1]], "tailored pants, orange": [["bomber jacket, orange", 1], ["t-shirt, off white", 1], ["dinner jacket, off white", 1]], "tank top, pink": [["cycling shorts, pink", 1]], "tuxedo, orange": [["compression shorts, orange", 1]], "track shorts, grey": [["t-shirt, grey", 1], ["cocktail dress, beige", 1]], "hooded jacket, beige": [["skirt, off white", 1]], "down jacket, cream": [["cargo pants, blue", 1]], "turtleneck, gold": [["chino shorts, black", 1]], "leather jacket, grey": [["denim pants, blue", 1]], "tuxedo, cream": [["compression shorts, off white", 1]], "tank top, yellow": [["skirt, gold", 1]], "leather jacket, pink": [["skirt, off white", 1]], "track jacket, red": [["chino pants, red", 1]], "down jacket, gold": [["sweatpants, beige", 1]], "track jacket, purple": [["chino pants, pink", 1], ["denim pants, blue", 1]], "mini dress, beige": [["denim pants, beige", 1]], "down jacket, maroon": [["denim pants, off white", 2], ["chino shorts, grey", 1]], "track jacket, gold": [["denim pants, black", 1]], "sweater, cream": [["skirt, red", 1]], "military jacket, beige": [["skirt, off white", 1]]}