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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。
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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