Spaces:
Running
on
Zero
Running
on
Zero
Update app.py
Browse files
app.py
CHANGED
@@ -556,43 +556,44 @@ async def predict(image):
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dogs_info = ""
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for i, (cropped_image, detection_confidence, box) in enumerate(dogs):
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top1_prob, topk_breeds, topk_probs_percent = await predict_single_dog(cropped_image)
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color = color_list[i % len(color_list)]
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draw.rectangle(box, outline=color, width=3)
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draw.text((box[0] + 5, box[1] + 5), f"Dog {i+1}", fill=color, font=font)
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combined_confidence = detection_confidence * top1_prob
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if top1_prob >= 0.45:
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breed = topk_breeds[0]
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description = get_dog_description(breed)
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elif combined_confidence >= 0.15:
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for j, (breed, prob) in enumerate(zip(topk_breeds[:3], topk_probs_percent[:3])):
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#
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for breed in topk_breeds[:3]:
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button_id = f"Dog {i+1}: More about {breed}"
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buttons.append(button_id)
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else:
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dog_info += '</div>' # ιιθ©²ι»ηηθ³θ¨εε‘
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dogs_info +=
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dogs_info = ""
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buttons_html = ""
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for i, (cropped_image, detection_confidence, box) in enumerate(dogs):
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# η’ΊδΏε¨ζ―欑θΏδ»£ειθ¨ buttons_html
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buttons_html = "" # η’ΊδΏζ―欑ιε§θηζ°ηζιθ¨ζιεε‘
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top1_prob, topk_breeds, topk_probs_percent = await predict_single_dog(cropped_image)
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color = color_list[i % len(color_list)]
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draw.rectangle(box, outline=color, width=3)
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draw.text((box[0] + 5, box[1] + 5), f"Dog {i+1}", fill=color, font=font)
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combined_confidence = detection_confidence * top1_prob
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dogs_info += f'<div class="dog-info" style="border-left: 5px solid {color}; margin-bottom: 20px; padding: 15px;">'
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dogs_info += f'<h2>Dog {i+1}</h2>'
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if top1_prob >= 0.45:
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breed = topk_breeds[0]
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description = get_dog_description(breed)
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dogs_info += format_description_html(description, breed)
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elif combined_confidence >= 0.15:
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dogs_info += f"<p>Top 3 possible breeds:</p><ul>"
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for j, (breed, prob) in enumerate(zip(topk_breeds[:3], topk_probs_percent[:3])):
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dogs_info += f"<li><strong>{breed}</strong> ({prob} confidence)</li>"
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dogs_info += "</ul>"
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# ε¨ζ―ι»ηθηιη¨δΈηζζι
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buttons_html += '<div class="breed-buttons">'
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for breed in topk_breeds[:3]:
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button_id = f"Dog {i+1}: More about {breed}"
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buttons_html += f'<button class="breed-button" onclick="handle_button_click(\'{button_id}\')">{breed}</button>'
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buttons.append(button_id)
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buttons_html += '</div>'
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else:
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dogs_info += "<p>The image is unclear or the breed is not in the dataset. Please upload a clearer image.</p>"
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dogs_info += buttons_html # η’ΊδΏζιεε‘ιε ε°θ©²ι»ηθ³θ¨δΈ
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dogs_info += '</div>' # ιιθ©²ι»ηηθ³θ¨εε‘
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