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Update app.py
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app.py
CHANGED
@@ -2,12 +2,12 @@ import torch
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import numpy as np
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import pandas as pd
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import gradio as gr
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from PIL import Image
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from transformers import CLIPProcessor, CLIPModel
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def find_similar(image):
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image =
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device = "cuda" if torch.cuda.is_available() else "cpu"
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## Define model
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@@ -36,7 +36,7 @@ def find_similar(image):
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photo_id = photo_ids[idx]
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photo_data = photos[photos["photo_id"] == photo_id].iloc[0]
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return
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iface = gr.Interface(fn=find_similar, inputs=gr.inputs.Image(), outputs=gr.outputs.Image(type="pil")).launch()
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import numpy as np
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import pandas as pd
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import gradio as gr
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from PIL import Image as PILIMAGE
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from transformers import CLIPProcessor, CLIPModel
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def find_similar(image):
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image = PILIMAGE.fromarray(image.astype('uint8'), 'RGB')
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device = "cuda" if torch.cuda.is_available() else "cpu"
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## Define model
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photo_id = photo_ids[idx]
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photo_data = photos[photos["photo_id"] == photo_id].iloc[0]
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return PILIMAGE(url=photo_data["photo_image_url"] + "?w=640")
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iface = gr.Interface(fn=find_similar, inputs=gr.inputs.Image(), outputs=gr.outputs.Image(type="pil")).launch()
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