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Runtime error
Runtime error
ShivamShrirao
commited on
Commit
•
75f0380
1
Parent(s):
55ebb0d
float output
Browse files
app.py
CHANGED
@@ -15,16 +15,16 @@ def predict(image, labels):
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logits_per_image, logits_per_text = model(image, text)
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probs = logits_per_image.softmax(dim=-1).cpu().numpy()
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return {k: v for k, v in zip(labels, probs[0])}
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-
# probs = predict(Image.open("../CLIP/CLIP.png"),
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# print(probs)
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gr.Interface(fn=predict,
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inputs=[
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gr.inputs.Image(label="Image to classify.", optional=True, type="pil"),
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gr.inputs.Textbox(lines=1, label="Comma separated classes", placeholder="Enter your classes separated by ','
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theme="grass",
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outputs="label",
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description="Zero Shot Image classification..").launch()
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logits_per_image, logits_per_text = model(image, text)
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probs = logits_per_image.softmax(dim=-1).cpu().numpy()
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return {k: float(v) for k, v in zip(labels, probs[0])}
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# probs = predict(Image.open("../CLIP/CLIP.png"), "cat, dog, ball")
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# print(probs)
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gr.Interface(fn=predict,
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inputs=[
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gr.inputs.Image(label="Image to classify.", optional=True, type="pil"),
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+
gr.inputs.Textbox(lines=1, label="Comma separated classes", placeholder="Enter your classes separated by ','",)],
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theme="grass",
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outputs="label",
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description="Zero Shot Image classification..").launch()
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