Spaces:
Running
on
Zero
Running
on
Zero
Update app.py
Browse files
app.py
CHANGED
@@ -325,6 +325,7 @@ async def predict(image):
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if top1_prob >= 0.5:
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return formatted_description, image, gr.update(visible=False), gr.update(visible=False), gr.update(visible=False)
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else:
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explanation = (
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f"The model couldn't confidently identify the breed. Here are the top 3 possible breeds:\n\n"
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f"1. **{topk_breeds[0]}** ({topk_probs_percent[0]} confidence)\n"
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@@ -332,9 +333,10 @@ async def predict(image):
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f"3. **{topk_breeds[2]}** ({topk_probs_percent[2]} confidence)\n\n"
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"Click on a button to view more information about the breed."
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)
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return explanation, gr.update(visible=True, value=f"More about {topk_breeds[0]}"), gr.update(visible=True, value=f"More about {topk_breeds[1]}"), gr.update(visible=True, value=f"More about {topk_breeds[2]}")
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-
# 多狗情境 - 使用 YOLO
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color_list = ['#FF0000', '#00FF00', '#0000FF', '#FFFF00', '#00FFFF', '#FF00FF', '#800080', '#FFA500']
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explanations = []
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visible_buttons = []
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@@ -359,7 +361,7 @@ async def predict(image):
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return final_explanation, annotated_image, gr.update(visible=True, choices=visible_buttons), gr.update(visible=False), gr.update(visible=False)
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except Exception as e:
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return f"An error occurred: {str(e)}", None, gr.update(visible=False), gr.update(visible=False), gr.update(visible
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async def show_details(choice):
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@@ -367,6 +369,7 @@ async def show_details(choice):
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return "Please select a breed to view details."
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try:
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if "Dog" in choice:
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_, breed = choice.split(": ", 1)
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else:
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@@ -378,6 +381,7 @@ async def show_details(choice):
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with gr.Blocks(css="""
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.container { max-width: 900px; margin: auto; padding: 20px; }
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.gr-box { border-radius: 15px; }
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if top1_prob >= 0.5:
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return formatted_description, image, gr.update(visible=False), gr.update(visible=False), gr.update(visible=False)
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else:
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+
# 如果置信度不足,顯示前三個可能的品種
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explanation = (
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f"The model couldn't confidently identify the breed. Here are the top 3 possible breeds:\n\n"
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f"1. **{topk_breeds[0]}** ({topk_probs_percent[0]} confidence)\n"
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f"3. **{topk_breeds[2]}** ({topk_probs_percent[2]} confidence)\n\n"
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"Click on a button to view more information about the breed."
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)
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# 返回可選擇的按鈕以顯示詳細資訊
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return explanation, gr.update(visible=True, value=f"More about {topk_breeds[0]}"), gr.update(visible=True, value=f"More about {topk_breeds[1]}"), gr.update(visible=True, value=f"More about {topk_breeds[2]}")
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# 多狗情境 - 使用 YOLO 偵測並處理多狗
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color_list = ['#FF0000', '#00FF00', '#0000FF', '#FFFF00', '#00FFFF', '#FF00FF', '#800080', '#FFA500']
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explanations = []
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visible_buttons = []
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return final_explanation, annotated_image, gr.update(visible=True, choices=visible_buttons), gr.update(visible=False), gr.update(visible=False)
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except Exception as e:
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return f"An error occurred: {str(e)}", None, gr.update(visible=False), gr.update(visible=False), gr.update(visible(False))
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async def show_details(choice):
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return "Please select a breed to view details."
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try:
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# 解析出用戶選擇的品種
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if "Dog" in choice:
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_, breed = choice.split(": ", 1)
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else:
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+
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with gr.Blocks(css="""
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.container { max-width: 900px; margin: auto; padding: 20px; }
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.gr-box { border-radius: 15px; }
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