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| import streamlit as st | |
| import sys | |
| sys.path.insert(0, "image_search_engine") | |
| from image_search_engine import utils | |
| from image_search_engine.product_image_search import JumiaProductSearch | |
| from PIL import Image, ImageOps | |
| import requests | |
| from streamlit_image_select import image_select | |
| jumia = JumiaProductSearch() | |
| def get_search_results(query): | |
| res = jumia.search(query, 9) | |
| images, names, urls = [], [], [] | |
| for i, record in enumerate(res["matches"]): | |
| metadata = record["metadata"] | |
| images.append(metadata["product_image_url"]) | |
| names.append(metadata["product_name"]) | |
| urls.append(metadata["product_url"]) | |
| return images, names, urls | |
| banner_img = Image.open(utils.PACKAGE_DIR.parent / "jumia_lens.png") | |
| st.image(banner_img) | |
| st.markdown("#### Currently limited to the following product categories; wrist watches, backpacks, usb drives/hubs, mouse, ergonomic/office chairs, earpiece/headsets") | |
| input_options = st.radio("Select Input Option", ("image upload", "use example images")) | |
| img = None | |
| if input_options == "image upload": | |
| img = st.file_uploader("Upload an image", type=["jpg", "jpeg", "png"]) | |
| else: | |
| with st.expander(label="Choose sample image", expanded=False): | |
| img = image_select( | |
| label="Use example image", | |
| images=[ | |
| "https://ng.jumia.is/unsafe/fit-in/500x500/filters:fill(white)/product/88/3305912/1.jpg?5807", | |
| "https://ng.jumia.is/unsafe/fit-in/500x500/filters:fill(white)/product/74/0464341/1.jpg?7325", | |
| "https://watchlocker.ng/wp-content/uploads/2021/04/JY8085-14H.jpg", | |
| "https://www-konga-com-res.cloudinary.com/w_auto,f_auto,fl_lossy,dpr_auto,q_auto/media/catalog/product/M/L/196920_1641394875.jpg", | |
| "https://www-konga-com-res.cloudinary.com/w_auto,f_auto,fl_lossy,dpr_auto,q_auto/media/catalog/product/I/K/154983_1595624114.jpg", | |
| "https://ng.jumia.is/unsafe/fit-in/500x500/filters:fill(white)/product/73/3254702/1.jpg?5592", | |
| "https://store.storeimages.cdn-apple.com/4668/as-images.apple.com/is/MKUQ3_VW_34FR+watch-44-alum-midnight-cell-se_VW_34FR_WF_CO_GEO_AE?wid=1400&hei=1400&trim=1%2C0&fmt=p-jpg&qlt=95&.v=1683237043713", | |
| "https://ng.jumia.is/unsafe/fit-in/500x500/filters:fill(white)/product/71/6579011/1.jpg?5730", | |
| ], | |
| ) | |
| if img: | |
| if isinstance(img, str): | |
| image = Image.open(requests.get(img, stream=True).raw) | |
| else: | |
| image = Image.open(img) | |
| image = ImageOps.exif_transpose(image) | |
| with st.columns(3)[1]: | |
| st.markdown("### Query Image.") | |
| st.image(image) | |
| st.markdown(" ") | |
| st.markdown("### Search results.") | |
| st.markdown(" ") | |
| n = 3 | |
| product_images, product_names, product_urls = get_search_results(image) | |
| for i, col in enumerate(st.columns(n)): | |
| positions = (i, i + 3, i + 6) | |
| names = [product_names[i] for i in positions] | |
| images = [product_images[i] for i in positions] | |
| urls = [product_urls[i] for i in positions] | |
| with col: | |
| st.write(names[0]) | |
| st.image(images[0]) | |
| st.write(urls[0]) | |
| st.write(names[1]) | |
| st.image(images[1]) | |
| st.write(urls[1]) | |
| st.write(names[2]) | |
| st.image(images[2]) | |
| st.write(urls[2]) | |
| # st.write(names[3]) | |
| # st.image(images[3]) | |
| # st.write(urls[3]) | |