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introduction

This is based on YOLOv3 to construct OD-based CD framework. All our code will be published later.

train val detect

python train.py

python val.py

python detect.py

Paths related to models, data, etc. need to be modified before executing the programme.

environment require

Name Version Build Channel

absl-py 1.3.0 pypi_0 pypi addict 2.4.0 pypi_0 pypi astunparse 1.6.3 pypi_0 pypi backcall 0.2.0 pypi_0 pypi blas 2.116 mkl https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge blas-devel 3.9.0 16_win64_mkl https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge brotlipy 0.7.0 py37hcc03f2d_1004 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge ca-certificates 2022.9.24 h5b45459_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge cachetools 5.2.0 pypi_0 pypi certifi 2022.9.24 pyhd8ed1ab_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge cffi 1.15.1 py37hd8e9650_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge charset-normalizer 2.1.1 pyhd8ed1ab_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge colorama 0.4.6 pypi_0 pypi coremltools 6.0 pypi_0 pypi cryptography 37.0.4 py37h65266a2_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge cudatoolkit 11.6.0 hc0ea762_10 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge cycler 0.11.0 pypi_0 pypi decorator 5.1.1 pypi_0 pypi easydict 1.10 pypi_0 pypi flatbuffers 22.12.6 pypi_0 pypi fonttools 4.38.0 pypi_0 pypi freetype 2.12.1 h546665d_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge fvcore 0.1.5.post20221221 pypi_0 pypi gast 0.4.0 pypi_0 pypi gitdb 4.0.10 pypi_0 pypi gitpython 3.1.31 pypi_0 pypi google-auth 2.15.0 pypi_0 pypi google-auth-oauthlib 0.4.6 pypi_0 pypi google-pasta 0.2.0 pypi_0 pypi grpcio 1.51.1 pypi_0 pypi h5py 3.7.0 pypi_0 pypi idna 3.4 pyhd8ed1ab_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge imageio 2.26.0 pypi_0 pypi imgviz 1.7.2 pypi_0 pypi importlib-metadata 5.1.0 pypi_0 pypi imutils 0.5.4 pypi_0 pypi intel-openmp 2022.2.1 h57928b3_19741 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge iopath 0.1.10 pypi_0 pypi ipython 7.34.0 pypi_0 pypi jedi 0.18.2 pypi_0 pypi jpeg 9e h8ffe710_2 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge keras 2.10.0 pypi_0 pypi keras-preprocessing 1.1.2 pypi_0 pypi kiwisolver 1.4.4 pypi_0 pypi labelme 5.1.1 pypi_0 pypi lcms2 2.12 h2a16943_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge lerc 3.0 h0e60522_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge libblas 3.9.0 16_win64_mkl https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge libcblas 3.9.0 16_win64_mkl https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge libclang 14.0.6 pypi_0 pypi libdeflate 1.12 h8ffe710_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge liblapack 3.9.0 16_win64_mkl https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge liblapacke 3.9.0 16_win64_mkl https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge libpng 1.6.37 h1d00b33_4 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge libtiff 4.4.0 h2ed3b44_1 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge libuv 1.44.2 h8ffe710_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge libwebp-base 1.2.4 h8ffe710_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge libxcb 1.13 hcd874cb_1004 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge libzlib 1.2.12 h8ffe710_2 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge lz4-c 1.9.3 h8ffe710_1 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge m2w64-gcc-libgfortran 5.3.0 6 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge m2w64-gcc-libs 5.3.0 7 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge m2w64-gcc-libs-core 5.3.0 7 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge m2w64-gmp 6.1.0 2 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge m2w64-libwinpthread-git 5.0.0.4634.697f757 2 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge markdown 3.4.1 pypi_0 pypi markupsafe 2.1.1 pypi_0 pypi matplotlib 3.5.3 pypi_0 pypi matplotlib-inline 0.1.6 pypi_0 pypi mkl 2022.1.0 h6a75c08_874 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge mkl-devel 2022.1.0 h57928b3_875 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge mkl-include 2022.1.0 h6a75c08_874 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge mmcv 1.7.1 pypi_0 pypi mpmath 1.2.1 pypi_0 pypi msys2-conda-epoch 20160418 1 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge natsort 8.2.0 pypi_0 pypi networkx 2.6.3 pypi_0 pypi numpy 1.21.6 py37h2830a78_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge oauthlib 3.2.2 pypi_0 pypi onnx 1.12.0 pypi_0 pypi opencv-python 4.6.0.66 pypi_0 pypi openjpeg 2.5.0 hc9384bd_1 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge openssl 1.1.1s h2bbff1b_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main opt-einsum 3.3.0 pypi_0 pypi packaging 22.0 pypi_0 pypi pandas 1.3.5 pypi_0 pypi parso 0.8.3 pypi_0 pypi pickleshare 0.7.5 pypi_0 pypi pillow 9.2.0 py37h42a8222_2 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge pip 22.2.2 py37haa95532_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main portalocker 2.7.0 pypi_0 pypi prompt-toolkit 3.0.36 pypi_0 pypi protobuf 3.19.6 pypi_0 pypi psutil 5.9.4 pypi_0 pypi pthread-stubs 0.4 hcd874cb_1001 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge pyasn1 0.4.8 pypi_0 pypi pyasn1-modules 0.2.8 pypi_0 pypi pycocotools 2.0.6 pypi_0 pypi pycparser 2.21 pyhd8ed1ab_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge pygments 2.13.0 pypi_0 pypi pyopenssl 22.0.0 pyhd8ed1ab_1 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge pyparsing 3.0.9 pypi_0 pypi pyqt5 5.15.9 pypi_0 pypi pyqt5-qt5 5.15.2 pypi_0 pypi pyqt5-sip 12.11.1 pypi_0 pypi pyrealsense2 2.53.1.4623 pypi_0 pypi pysocks 1.7.1 py37h03978a9_5 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge python 3.7.15 h6244533_1 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main python-dateutil 2.8.2 pypi_0 pypi python_abi 3.7 2_cp37m https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge pytorch 1.12.1 py3.7_cuda11.6_cudnn8_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/pytorch pytorch-mutex 1.0 cuda https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/pytorch pytz 2022.6 pypi_0 pypi pywavelets 1.3.0 pypi_0 pypi pywin32 305 pypi_0 pypi pyyaml 6.0 pypi_0 pypi qdarkstyle 3.1 pypi_0 pypi qtpy 2.3.0 pypi_0 pypi regex 2023.3.23 pypi_0 pypi requests 2.28.1 pyhd8ed1ab_1 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge requests-oauthlib 1.3.1 pypi_0 pypi rsa 4.9 pypi_0 pypi scikit-image 0.19.3 pypi_0 pypi scipy 1.7.3 pypi_0 pypi seaborn 0.12.1 pypi_0 pypi setuptools 67.4.0 pypi_0 pypi six 1.16.0 pypi_0 pypi smmap 5.0.0 pypi_0 pypi sqlite 3.40.0 h2bbff1b_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main sympy 1.10.1 pypi_0 pypi tabulate 0.9.0 pypi_0 pypi tbb 2021.5.0 h2d74725_1 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge tensorboard 2.10.1 pypi_0 pypi tensorboard-data-server 0.6.1 pypi_0 pypi tensorboard-plugin-wit 1.8.1 pypi_0 pypi tensorboardx 2.6 pypi_0 pypi tensorflow-estimator 2.10.0 pypi_0 pypi tensorflow-gpu 2.10.1 pypi_0 pypi tensorflow-io-gcs-filesystem 0.28.0 pypi_0 pypi termcolor 2.1.1 pypi_0 pypi thop 0.1.1-2209072238 pypi_0 pypi tifffile 2021.11.2 pypi_0 pypi tk 8.6.12 h8ffe710_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge torchaudio 0.12.1 py37_cu116 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/pytorch torchsummary 1.5.1 pypi_0 pypi torchvision 0.13.1 py37_cu116 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/pytorch tqdm 4.64.1 pypi_0 pypi traitlets 5.6.0 pypi_0 pypi typing_extensions 4.4.0 pyha770c72_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge urllib3 1.26.13 pyhd8ed1ab_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge vc 14.2 h21ff451_1 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main vs2015_runtime 14.27.29016 h5e58377_2 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main wcwidth 0.2.5 pypi_0 pypi werkzeug 2.2.2 pypi_0 pypi wheel 0.37.1 pyhd3eb1b0_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main win_inet_pton 1.1.0 pyhd8ed1ab_6 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge wincertstore 0.2 py37haa95532_2 https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main wrapt 1.14.1 pypi_0 pypi xorg-libxau 1.0.9 hcd874cb_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge xorg-libxdmcp 1.1.3 hcd874cb_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge xz 5.2.6 h8d14728_0 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge yacs 0.1.8 pypi_0 pypi yapf 0.32.0 pypi_0 pypi zipp 3.11.0 pypi_0 pypi zstd 1.5.2 h6255e5f_4 https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge