dongsheng commited on
Commit
c177f41
·
1 Parent(s): 86d1958

Update app.py

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Files changed (1) hide show
  1. app.py +3 -0
app.py CHANGED
@@ -18,9 +18,11 @@ def img2label(left, right):
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  # 读取模型
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  model = torch.load('densenet_FD_e4_l5e-4_b32.pkl', map_location='cpu').to(device)
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  with torch.no_grad():
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  output = model(left=left_img.unsqueeze(0), right=right_img.unsqueeze(0))
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  output = torch.sigmoid(output.squeeze(0))
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  output_ = output.cpu().numpy().tolist()
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  res_dict = {LABELS[i]: output_[i] for i in range(len(output_))}
@@ -56,6 +58,7 @@ if __name__ == '__main__':
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  transforms.Normalize(norm_mean, norm_std)
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  ])
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  LABELS = {0: '正常',
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  1: '糖尿病',
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  2: '青光眼',
 
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  # 读取模型
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  model = torch.load('densenet_FD_e4_l5e-4_b32.pkl', map_location='cpu').to(device)
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+ # 模型推理
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  with torch.no_grad():
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  output = model(left=left_img.unsqueeze(0), right=right_img.unsqueeze(0))
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+ # 结果处理
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  output = torch.sigmoid(output.squeeze(0))
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  output_ = output.cpu().numpy().tolist()
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  res_dict = {LABELS[i]: output_[i] for i in range(len(output_))}
 
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  transforms.Normalize(norm_mean, norm_std)
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  ])
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+ # 标签设置
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  LABELS = {0: '正常',
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  1: '糖尿病',
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  2: '青光眼',