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c36f360
1
Parent(s):
90348c5
app.py
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app.py
CHANGED
@@ -28,13 +28,13 @@ photos = pd.read_csv("./photos.tsv000", sep="\t", header=0)
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# taking features vectors
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photo_features = np.load("./features.npy")
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-
def show_output_image(matched_images
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image=[]
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for photo_id in matched_images:
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#photo_image_url = f"https://unsplash.com/photos/{photo_id}/download?w=280"
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#photo_image_url = f"https://unsplash.com/photos/{photo_id}?w=640"
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#photo_image_url = f"https://unsplash.com/photos/{photo_id}?ixid=2yJhcHBfaWQiOjEyMDd9&fm=jpg"
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photo_found = photos[photos["photo_id"] == photo_id].iloc[0]
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#response = requests.get(photo_found["photo_image_url"] + "?w=640")
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#response = requests.get(photo_image_url)
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#img = Image.open(BytesIO(response.content))
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@@ -80,7 +80,7 @@ def image_search(search_text, search_image, option):
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#print(photo_image_url)
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#--------------------------#
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return show_output_image(matched_images
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elif option == "Image-To-Image":
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# Input Image for Search
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with torch.no_grad():
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@@ -89,7 +89,7 @@ def image_search(search_text, search_image, option):
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# Find the matched Images
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matched_images = find_matches(image_feature, photo_features, photo_ids, 4)
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#is_input_image = True
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return show_output_image(matched_images
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gr.Interface(fn=image_search,
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inputs=[gr.inputs.Textbox(lines=7, label="Input Text"),
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# taking features vectors
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photo_features = np.load("./features.npy")
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def show_output_image(matched_images) :
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image=[]
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for photo_id in matched_images:
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#photo_image_url = f"https://unsplash.com/photos/{photo_id}/download?w=280"
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#photo_image_url = f"https://unsplash.com/photos/{photo_id}?w=640"
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#photo_image_url = f"https://unsplash.com/photos/{photo_id}?ixid=2yJhcHBfaWQiOjEyMDd9&fm=jpg"
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#photo_found = photos[photos["photo_id"] == photo_id].iloc[0]
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#response = requests.get(photo_found["photo_image_url"] + "?w=640")
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#response = requests.get(photo_image_url)
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#img = Image.open(BytesIO(response.content))
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#print(photo_image_url)
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#--------------------------#
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return show_output_image(matched_images)
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elif option == "Image-To-Image":
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# Input Image for Search
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with torch.no_grad():
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# Find the matched Images
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matched_images = find_matches(image_feature, photo_features, photo_ids, 4)
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#is_input_image = True
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return show_output_image(matched_images)
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gr.Interface(fn=image_search,
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inputs=[gr.inputs.Textbox(lines=7, label="Input Text"),
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