A memory-efficient implementation of DenseNets

A curated list of resources dedicated to Face Recognition & Detection, OCR, Objection Detection, Gan, 3D, Motion Track & Pose Estimation, ReID, NAS, Recommentation, Model Scaling

Python Audio Analysis Library: Feature Extraction, Classification, Segmentation and Applications

PyTorch re-implementation of Grad-CAM (+ vanilla/guided backpropagation, deconvnet, and occlusion sensitivity maps)

An open-source toolbox for action understanding based on PyTorch

Large scale K-means and K-nn implementation on NVIDIA GPU / CUDA

[ICML 2018] "Deep k-Means: Re-Training and Parameter Sharing with Harder Cluster Assignments for Compressing Deep Convolutions"

OpenMMLab Detection Toolbox and Benchmark

Deformable Convolutional Networks

Non-local Neural Networks for Video Classification

Implementation of Non-local Block.

[ICCV 2019] TSM: Temporal Shift Module for Efficient Video Understanding

Transform the caffe model to pytorch model for Temporal Segment Network

Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.

Pretrained Image & Video ConvNets and GANs for PyTorch: NASNet, ResNeXt (2D + 3D), ResNet (2D + 3D), InceptionV4, InceptionResnetV2, Xception, DPN, NonLocalNets, R(2+1)D nets, MultiView CNNs, Tempo…

Code and models of paper " ECO: Efficient Convolutional Network for Online Video Understanding", ECCV 2018

Temporal Relation Networks

A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch