Update user_dress.py

user_dress.py

@@ -1,106 +1,106 @@
-from io import BytesIO
-import fal_client
-import os
-from PIL import Image
-import requests
-import time
-
-UPLOAD_FOLDER = 'uploads'
-DOWNLOAD_FOLDER = 'downloads'
-
-
-def user_dress_cat(user_pic, cloth_gen, index):
-    time_1 = time.time()
-    filename_1 = 'user_image.jpg'
-    filename_2 = 'cloth_image.jpg'
-    file_path_1 = os.path.join(UPLOAD_FOLDER, filename_1)
-    file_path_2 = os.path.join(UPLOAD_FOLDER, filename_2)
-    Image.fromarray(user_pic).save(file_path_1)
-    Image.fromarray(cloth_gen).save(file_path_2)
-    time_2 = time.time()
-    save_time = time_2 - time_1
-    print(f"save_time:{save_time}")
-    time_1 = time.time()
-    handler = fal_client.submit(
-        "fal-ai/cat-vton",
-        arguments={
-            "human_image_url": fal_client.upload_file(file_path_1),
-            "garment_image_url": fal_client.upload_file(file_path_2),
-            "cloth_type": "overall"
-        },
-    )
-    request_id = handler.request_id
-    result = fal_client.result("fal-ai/cat-vton", request_id)
-    time_2 = time.time()
-    cat_time = time_2 - time_1
-    print(f"cat_time:{cat_time}")
-    time_1 = time.time()
-    response = requests.get(result['image']['url'])
-    time_2 = time.time()
-    url_time = time_2 - time_1
-    print(f"url_time:{url_time}")
-    time_1 = time.time()
-    save_directory = "downloads"
-    if response.status_code == 200:
-        filename = os.path.join(save_directory, f"cat-vton_{index}.png")
-        with open(filename, 'wb') as f:
-            f.write(response.content)
-    else:
-        print(f"Failed to download image from {result['image']['url']}")
-    time_2 = time.time()
-    downloads_time = time_2 - time_1
-    print(f"downloads_time:{downloads_time}")
-    return os.path.join(save_directory, f"cat-vton_{index}.png")
-
-
-def user_dress_idm(user_pic, cloth_gen, index):
-    time_1 = time.time()
-    filename_1 = 'user_image.jpg'
-    filename_2 = 'cloth_image.jpg'
-    file_path_1 = os.path.join(UPLOAD_FOLDER, filename_1)
-    file_path_2 = os.path.join(UPLOAD_FOLDER, filename_2)
-    Image.fromarray(user_pic).save(file_path_1)
-    Image.fromarray(cloth_gen).save(file_path_2)
-    time_2 = time.time()
-    save_time = time_2 - time_1
-    print(f"save_time:{save_time}")
-    time_1 = time.time()
-    handler = fal_client.submit(
-        "fal-ai/idm-vton",
-        arguments={
-            "human_image_url": fal_client.upload_file(file_path_1),
-            "garment_image_url": fal_client.upload_file(file_path_2),
-            "description": "long-sleeved long coat"
-        },
-    )
-    request_id = handler.request_id
-    result = fal_client.result("fal-ai/idm-vton", request_id)
-    time_2 = time.time()
-    cat_time = time_2 - time_1
-    print(f"idm_time:{cat_time}")
-    time_1 = time.time()
-    response = requests.get(result['image']['url'])
-    time_2 = time.time()
-    url_time = time_2 - time_1
-    print(f"url_time:{url_time}")
-    time_1 = time.time()
-    save_directory = "downloads"
-    if response.status_code == 200:
-        filename = os.path.join(save_directory, f"idm-vton_{index}.png")
-        with open(filename, 'wb') as f:
-            f.write(response.content)
-    else:
-        print(f"Failed to download image from {result['image']['url']}")
-    time_2 = time.time()
-    downloads_time = time_2 - time_1
-    print(f"downloads_time:{downloads_time}")
-    return os.path.join(save_directory, f"idm-vton_{index}.png")
-
-
-def user_cloths(user_pic, cloth_gen):
-    user_cloth = []
-    for i in range(1, 4):
-        user_cloth.append(user_dress_cat(user_pic, cloth_gen, i))
-    for i in range(4, 6):
-        user_cloth.append(user_dress_idm(user_pic, cloth_gen, i))
-    return user_cloth
+from io import BytesIO
+import fal_client
+import os
+from PIL import Image
+import requests
+import time
+
+UPLOAD_FOLDER = 'uploads'
+DOWNLOAD_FOLDER = 'downloads'
+
+
+def user_dress_cat(user_pic, cloth_gen, index):
+    time_1 = time.time()
+    filename_1 = 'user_image.jpg'
+    filename_2 = 'cloth_image.jpg'
+    file_path_1 = os.path.join(UPLOAD_FOLDER, filename_1)
+    file_path_2 = os.path.join(UPLOAD_FOLDER, filename_2)
+    Image.fromarray(user_pic).save(file_path_1)
+    Image.fromarray(cloth_gen).save(file_path_2)
+    time_2 = time.time()
+    save_time = time_2 - time_1
+    print(f"save_time:{save_time}")
+    time_1 = time.time()
+    handler = fal_client.submit(
+        "fal-ai/cat-vton",
+        arguments={
+            "human_image_url": fal_client.upload_file(file_path_1),
+            "garment_image_url": fal_client.upload_file(file_path_2),
+            "cloth_type": "overall"
+        },
+    )
+    request_id = handler.request_id
+    result = fal_client.result("fal-ai/cat-vton", request_id)
+    time_2 = time.time()
+    cat_time = time_2 - time_1
+    print(f"cat_time:{cat_time}")
+    time_1 = time.time()
+    response = requests.get(result['image']['url'])
+    time_2 = time.time()
+    url_time = time_2 - time_1
+    print(f"url_time:{url_time}")
+    time_1 = time.time()
+    save_directory = "downloads"
+    if response.status_code == 200:
+        filename = os.path.join(save_directory, f"cat-vton_{index}.png")
+        with open(filename, 'wb') as f:
+            f.write(response.content)
+    else:
+        print(f"Failed to download image from {result['image']['url']}")
+    time_2 = time.time()
+    downloads_time = time_2 - time_1
+    print(f"downloads_time:{downloads_time}")
+    return os.path.join(save_directory, f"cat-vton_{index}.png")
+
+
+def user_dress_idm(user_pic, cloth_gen, index):
+    time_1 = time.time()
+    filename_1 = 'user_image.jpg'
+    filename_2 = 'cloth_image.jpg'
+    file_path_1 = os.path.join(UPLOAD_FOLDER, filename_1)
+    file_path_2 = os.path.join(UPLOAD_FOLDER, filename_2)
+    Image.fromarray(user_pic).save(file_path_1)
+    Image.fromarray(cloth_gen).save(file_path_2)
+    time_2 = time.time()
+    save_time = time_2 - time_1
+    print(f"save_time:{save_time}")
+    time_1 = time.time()
+    handler = fal_client.submit(
+        "fal-ai/idm-vton",
+        arguments={
+            "human_image_url": fal_client.upload_file(file_path_1),
+            "garment_image_url": fal_client.upload_file(file_path_2),
+            "description": "long-sleeved long coat"
+        },
+    )
+    request_id = handler.request_id
+    result = fal_client.result("fal-ai/idm-vton", request_id)
+    time_2 = time.time()
+    cat_time = time_2 - time_1
+    print(f"idm_time:{cat_time}")
+    time_1 = time.time()
+    response = requests.get(result['image']['url'])
+    time_2 = time.time()
+    url_time = time_2 - time_1
+    print(f"url_time:{url_time}")
+    time_1 = time.time()
+    save_directory = "downloads"
+    if response.status_code == 200:
+        filename = os.path.join(save_directory, f"idm-vton_{index}.png")
+        with open(filename, 'wb') as f:
+            f.write(response.content)
+    else:
+        print(f"Failed to download image from {result['image']['url']}")
+    time_2 = time.time()
+    downloads_time = time_2 - time_1
+    print(f"downloads_time:{downloads_time}")
+    return os.path.join(save_directory, f"idm-vton_{index}.png")
+
+
+def user_cloths(user_pic, cloth_gen):
+    user_cloth = []
+    for i in range(1, 7):
+        user_cloth.append(user_dress_cat(user_pic, cloth_gen, i))
+    # for i in range(4, 6):
+    #     user_cloth.append(user_dress_idm(user_pic, cloth_gen, i))
+    return user_cloth