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PFTNet

Network Architecture

Install

##The model is built in PyTorch 1.8.0 and tested on Ubuntu 18.04 environment (Python3.8, CUDA11.1).

-conda create -n pytorch python=3.8
-conda activate pytorch
-conda install pytorch==1.8.0 torchvision==0.9.0 torchaudio==0.8.0 cudatoolkit=11.1 -c pytorch -c conda-forge
-pip install matplotlib scikit-image opencv-python yacs joblib natsort h5py tqdm kornia tensorboard ptflops

##pre-trained models 链接:https://pan.baidu.com/s/1DFpMTLUiNrAAxhwOhNL9CQ 提取码:4zqm

Training

python train.py

Testing

python test.py

Install warmup scheduler

cd pytorch-gradual-warmup-lr; python setup.py install; cd ..

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