类库 › Document-Image-Unwarping-pytorch
mhashas

mhashas/Document-Image-Unwarping-pytorch

基于PyTorch的文档图像去弯曲工具,实现DocUNet算法。通过预测逆向量场提升推理速度,支持UNet、Deeplabv3+等模型及MS-SSIM损失函数,能在CPU上实现实时处理。适用于修复扫描文档的卷曲变形问题。

技术栈

根目录 python

框架

Tornado 6.0.3=py37hfa6e2cd_0
查看全部依赖 (87)

依赖

NumPy 1.17.4=py37h4320e6b_0 _tflow_select 2.3.0=mkl absl-py 0.8.1=py37_0 astor 0.7.1=py_0 blas 1.0=mkl ca-certificates 2019.11.28=hecc5488_0 certifi 2019.11.28=py37_0 cffi 1.13.2=py37h7a1dbc1_0 cudatoolkit 10.1.243=h74a9793_0 cycler 0.10.0=py_2 freetype 2.9.1=ha9979f8_1 gast 0.2.2=py_0 google-pasta 0.1.8=py_0 grpcio 1.23.0=py37h3db2c7e_0 h5py 2.10.0=nompi_py37h422b98e_100 hdf5 1.10.5=nompi_ha405e13_1104 icc_rt 2019.0.0=h0cc432a_1 icu 64.2=he025d50_1 intel-openmp 2019.4=245 jpeg 9c=hfa6e2cd_1001 keras-applications 1.0.8=py_1 keras-preprocessing 1.1.0=py_0 kiwisolver 1.1.0=py37he980bc4_0 libblas 3.8.0=14_mkl libcblas 3.8.0=14_mkl libclang 9.0.0=default_hf44288c_4 liblapack 3.8.0=14_mkl liblapacke 3.8.0=14_mkl libmklml 2019.0.5=0 libopencv 4.1.2=py37_2 libpng 1.6.37=h2a8f88b_0 libprotobuf 3.11.1=h1a1b453_0 libtiff 4.1.0=h56a325e_0 libwebp 1.0.2=hfa6e2cd_4 m2w64-gcc-libgfortran 5.3.0=6 m2w64-gcc-libs 5.3.0=7 m2w64-gcc-libs-core 5.3.0=7 m2w64-gmp 6.1.0=2 m2w64-libwinpthread-git 5.0.0.4634.697f757=2 markdown 3.1.1=py_0 matplotlib 3.1.2=py37_1 matplotlib-base 3.1.2=py37h2981e6d_1 mkl 2019.4=245 mkl-service 2.3.0=py37hb782905_0 mkl_fft 1.0.15=py37h14836fe_0 mkl_random 1.1.0=py37h675688f_0 msys2-conda-epoch 20160418=1 ninja 1.9.0=py37h74a9793_0 numpy-base 1.17.4=py37hc3f5095_0 olefile 0.46=py37_0 opencv 4.1.2=py37_2 openssl 1.1.1d=hfa6e2cd_0 opt_einsum 3.1.0=py_0 pillow 6.2.1=py37hdc69c19_0 pip 19.3.1=py37_0 protobuf 3.11.1=py37he025d50_0 py-opencv 4.1.2=py37h5ca1d4c_2 pycparser 2.19=py37_0 pyparsing 2.4.5=py_0 pyqt 5.12.3=py37h6538335_1 pyreadline 2.1=py37_1001 python 3.7.5=h8c8aaf0_0 python-dateutil 2.8.1=py_0 pytorch 1.3.1=py3.7_cuda101_cudnn7_0 qt 5.12.5=h7ef1ec2_0 scipy 1.3.2=py37h29ff71c_0 setuptools 42.0.2=py37_0 sip 4.19.8=py37h6538335_0 six 1.13.0=py37_0 sqlite 3.30.1=he774522_0 tensorboard 2.0.0=pyhb38c66f_1 tensorflow 2.0.0=mkl_py37he1bbcac_0 tensorflow-base 2.0.0=mkl_py37hd1d5974_0 tensorflow-estimator 2.0.0=pyh2649769_0 termcolor 1.1.0=py_2 tk 8.6.8=hfa6e2cd_0 torchvision 0.4.2=py37_cu101 tqdm 4.40.0=py_0 vc 14.1=h0510ff6_4 vs2015_runtime 14.16.27012=hf0eaf9b_0 werkzeug 0.16.0=py_0 wheel 0.33.6=py37_0 wincertstore 0.2=py37_0 wrapt 1.11.2=py37hfa6e2cd_0 xz 5.2.4=h2fa13f4_4 zlib 1.2.11=h62dcd97_3 zstd 1.3.7=h508b16e_0

评论

首页 - Wiki
Copyright © 2011-2026 iteam. Current version is 2.155.2. UTC+08:00, 2026-07-29 12:33
浙ICP备14020137号-1 $访客地图$