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Update app.py
Browse files
app.py
CHANGED
@@ -261,41 +261,87 @@ 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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buttons_html = ""
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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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prob = float(prob.replace('%', ''))
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dogs_info += f"<li><strong>{breed}</strong> ({prob:.2f}% confidence)</li>"
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dogs_info += "</ul>"
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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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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 += '</div>'
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buttons_html = ""
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html_output = f"""
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<style>
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.dog-info {{ border: 1px solid #ddd; margin-bottom: 20px; padding: 15px; border-radius: 5px; box-shadow: 0 2px 5px rgba(0,0,0,0.1); }}
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@@ -306,6 +352,8 @@ async def predict(image):
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{dogs_info}
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"""
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if buttons:
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html_output += """
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<script>
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dogs_info = ""
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# for i, (cropped_image, detection_confidence, box) in enumerate(dogs):
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# buttons_html = ""
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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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# prob = float(prob.replace('%', ''))
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# dogs_info += f"<li><strong>{breed}</strong> ({prob:.2f}% confidence)</li>"
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# dogs_info += "</ul>"
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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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# 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 += '</div>'
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# buttons_html = ""
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# html_output = f"""
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# <style>
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# .dog-info {{ border: 1px solid #ddd; margin-bottom: 20px; padding: 15px; border-radius: 5px; box-shadow: 0 2px 5px rgba(0,0,0,0.1); }}
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# .dog-info h2 {{ background-color: #f0f0f0; padding: 10px; margin: -15px -15px 15px -15px; border-radius: 5px 5px 0 0; }}
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# .breed-buttons {{ margin-top: 10px; }}
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# .breed-button {{ margin-right: 10px; margin-bottom: 10px; padding: 5px 10px; background-color: #4CAF50; color: white; border: none; border-radius: 3px; cursor: pointer; }}
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# </style>
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# {dogs_info}
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# """
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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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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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prob = float(prob.replace('%', ''))
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dogs_info += f"<li><strong>{breed}</strong> ({prob:.2f}% confidence)</li>"
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dogs_info += "</ul>"
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# 把按鈕直接放在每個狗狗框內
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dogs_info += '<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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dogs_info += 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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dogs_info += '</div>' # 結束按鈕部分
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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 += '</div>' # 結束狗狗信息框
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html_output = f"""
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<style>
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.dog-info {{ border: 1px solid #ddd; margin-bottom: 20px; padding: 15px; border-radius: 5px; box-shadow: 0 2px 5px rgba(0,0,0,0.1); }}
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{dogs_info}
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"""
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if buttons:
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html_output += """
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<script>
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