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A toolbox for spectral compressive imaging reconstruction including MST (CVPR 2022), CST (ECCV 2022), DAUHST (NeurIPS 2022), BiSCI (NeurIPS 2023), HDNet (CVPR 2022), MST++ (CVPRW 2022), etc.
Off-the-shelf PWC-Net module in PyTorch-1.0＋
a reimplementation of PWC-Net in PyTorch that matches the official Caffe version
PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume, CVPR 2018 (Oral)
PyTorch implementation of Super SloMo by Jiang et al.
Official PyTorch implementation of the paper "Deep Constrained Least Squares for Blind Image Super-Resolution", CVPR 2022.
Pytorch code for the paper: "Unfolding Framework with Prior of Convolution-Transformer Mixture and Uncertainty Estimation for Video Snapshot Compressive Imaging" ICCV 2023
[ECCV 2024] Hierarchical Separable Video Transformer for Snapshot Compressive Imaging
PySlowFast: video understanding codebase from FAIR for reproducing state-of-the-art video models.
Simulation codes for "Adaptive Grayscale Compressive Spectral Imaging Using Optimal Blue Noise Coding Patterns"
Compressed sensing with deep image prior algorithm
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
Image Restoration Toolbox (PyTorch). Training and testing codes for DPIR, USRNet, DnCNN, FFDNet, SRMD, DPSR, BSRGAN, SwinIR
PyTorch deep learning framework for video compressive sensing.
"HDNet: High-resolution Dual-domain Learning for Spectral Compressive Imaging" (CVPR 2022)
A list of Medical imaging datasets.
PyTorch version of the paper 'Enhanced Deep Residual Networks for Single Image Super-Resolution' (CVPRW 2017)
"MST++: Multi-stage Spectral-wise Transformer for Efficient Spectral Reconstruction" (CVPRW 2022) & (Winner of NTIRE 2022 Spectral Recovery Challenge) and a toolbox for spectral reconstruction
利用pytorch实现图像分类的一个完整的代码，训练，预测，TTA，模型融合，模型部署，cnn提取特征，svm或者随机森林等进行分类，模型蒸馏，一个完整的代码
Training code for the paper entitled Image-free classification of fast-moving objects using ‘learned’ structured illumination and single-pixel detection
Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet…
PyTorch implementation of Accelerating the Super-Resolution Convolutional Neural Network (ECCV 2016)
YOLOv5 in TF2 > TFLite > ONNX > TensorRT