Recognize text in Vietnamese ID card using Centernet-Custom and Seq2Seq-Attention models
License: MIT License
A project to recognize text in Vietnamese ID card using Centernet-Custom and Seq2Seq-Attention models
Edit requirements_gpu.txt or requirements_cpu.txt depend on CPU or GPU, then run:
sh setup.sh | Model | mAP(IOU=0.5-0.95) | Full Sequence Acc (%) |
|---|---|---|
CMND Detect |
x | x |
Line Detect |
0.75 | x |
OCR |
x | 81% |
Run demo from file OCR_deploy.ipynb
Result:
Hi bạn
Cảm ơn project của bạn,
Mình setup chạy trên CPU, ubuntu 20
bị báo lỗi này
loaded weights/line_detect_weight.pth, epoch 110
Drop parameter base.fc.weight.If you see this, your model does not fully load the pre-trained weight. Please make sure you have correctly specified --arch xxx or set the correct --num_classes for your own dataset.
Drop parameter base.fc.bias.If you see this, your model does not fully load the pre-trained weight. Please make sure you have correctly specified --arch xxx or set the correct --num_classes for your own dataset.
/pytorch/aten/src/ATen/native/BinaryOps.cpp:81: UserWarning: Integer division of tensors using div or / is deprecated, and in a future release div will perform true division as in Python 3. Use true_divide or floor_divide (// in Python) instead.
Khi chạy thử thì báo không phát hiện được CMND:
Bạn có thể xem qua giúp mình nhé,
Thanks bạn
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