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The official implementation of our paper "Sports Video Analysis on Large-scale Data" (https://arxiv.org/abs/2208.04897)
label-smooth, amsoftmax, focal-loss, triplet-loss. Maybe useful
Pytorch implementation of RetinaNet object detection.
Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.
Technical reference for the LoDoPaB-CT dataset
A Pytorch implementation of Dual-domain Adaptive-scaling Non-local Network for CT Metal Artifact Reduction.
[ECCV 2020, IJCV 2022] Invertible Image Rescaling
Attention-based Adaptive Selection of Operations for Image Restoration in the Presence of Unknown Combined Distortions (CVPR 2019)
Cross-Domain Few-Shot Classification via Learned Feature-Wise Transformation (ICLR 2020 spotlight)
Pytorch implementation of FlowNet by Dosovitskiy et al.
Official pytorch implementation for "Deep Video Inpainting" (CVPR 2019)
📚 A collection of Deep Learning based Image Colorization and Video Colorization papers.
Single Image Reflection Removal through Cascaded Refinement, CVPR 2020
Visual Information Fidelity Code - Python
PyTorch implementation of Deformable ConvNets v2 (Modulated Deformable Convolution)
Computational Tomography in PyTorch
Domain Adaptation and Domain Generalization
Learning deep representations by mutual information estimation and maximization
Single Image Reflection Removal Exploiting Misaligned Training Data and Network Enhancements (CVPR 2019)
Multi-layer convolutional LSTM with Pytorch
An unofficial implementation of the Cooperative Reflection Removal Network(CoRRN) in Pytorch.
Collection of popular and reproducible image denoising works.
Pytorch implementation of Deep Face Super-Resolution with Iterative Collaboration between Attentive Recovery and Landmark Estimation (CVPR 2020)
Pytorch implementation of Structure-Preserving Super Resolution with Gradient Guidance (CVPR 2020 & TPAMI 2021)
The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.