Commit
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4925660
1
Parent(s):
8e5358a
Update app.py
Browse files
app.py
CHANGED
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@@ -17,7 +17,7 @@ ds = load_from_disk("color-sorted")
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def get_nearest_64(gender, ethnicity, model, no):
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df = ds.remove_columns(["image","image_path"]).to_pandas()
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ix = df.loc[(df['ethnicity'] == ethnicity) & (df['gender'] == gender) & (df['no'] == no) & (df['model'] == model)].index[0]
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image = ds.select(ix)["image"][0]
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neighbors = ds.select(max(ix-10, 0), min(ix+10, len(ds)-1))
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neighbor_images = neighbors["image"]
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neighbor_captions = [caption.split("/")[-1] for caption in neighbors["image_path"]]
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@@ -34,9 +34,9 @@ with gr.Blocks() as demo:
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with gr.Column():
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model = gr.Radio(models, label="Model")
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gender = gr.Radio(gender_labels, label="Gender label")
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with gr.Column():
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ethnicity = gr.Radio(ethnicity_labels, label="Ethnicity label")
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no = gr.Radio(nos, label="Image number")
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button = gr.Button(value="Get nearest neighbors")
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with gr.Row():
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image = gr.Image()
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def get_nearest_64(gender, ethnicity, model, no):
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df = ds.remove_columns(["image","image_path"]).to_pandas()
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ix = df.loc[(df['ethnicity'] == ethnicity) & (df['gender'] == gender) & (df['no'] == no) & (df['model'] == model)].index[0]
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image = ds.select([ix])["image"][0]
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neighbors = ds.select(max(ix-10, 0), min(ix+10, len(ds)-1))
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neighbor_images = neighbors["image"]
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neighbor_captions = [caption.split("/")[-1] for caption in neighbors["image_path"]]
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with gr.Column():
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model = gr.Radio(models, label="Model")
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gender = gr.Radio(gender_labels, label="Gender label")
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no = gr.Radio(nos, label="Image number")
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with gr.Column():
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ethnicity = gr.Radio(ethnicity_labels, label="Ethnicity label")
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button = gr.Button(value="Get nearest neighbors")
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with gr.Row():
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image = gr.Image()
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