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Update app.py
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app.py
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@@ -7,6 +7,7 @@ from resnest.torch import resnest50
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from rembg import remove
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from PIL import Image
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import io
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# 加载类别名称
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with open('class_names.pkl', 'rb') as f:
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@@ -77,6 +78,19 @@ def predict_image(img, remove_bg=False):
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# 记录结果
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best_class = class_names[top3_indices[0]]
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best_conf = top3_probs[0].item() * 100
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return processed_img, best_class, f"{best_conf:.2f}%", results
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from rembg import remove
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from PIL import Image
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import io
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import requests
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# 加载类别名称
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with open('class_names.pkl', 'rb') as f:
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# 记录结果
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best_class = class_names[top3_indices[0]]
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best_conf = top3_probs[0].item() * 100
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# 新增:调用本地API保存结果
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api_url = "http://10.230.23.58:8806/save_result" # 替换为你的本地IP
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payload = {
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"filename": "uploaded_image.jpg", # 可改为实际文件名
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"class": best_class,
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"confidence": f"{best_conf:.2f}%"
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}
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try:
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requests.post(api_url, json=payload, timeout=3)
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except Exception as e:
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print(f"保存到数据库失败: {e}")
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return processed_img, best_class, f"{best_conf:.2f}%", results
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