pytorch-video-recognition Introduction This repo contains several models for video action recognition, including C3D, R2Plus1D, R3D, inplemented using PyTorch (0.4.0). Currently, we train these models on UCF101 and HMDB51 datasets.More models and datasets will be available soon!
pytorch-video-recognition Introduction This repo contains several models for video action recognition, including C3D, R2Plus1D, R3D, inplemented using PyTorch (0.4.0). Currently, we train these models on UCF101 and HMDB51 datasets. More models and datasets will be available soon! Note: An in...
title={Compressed Video Action Recognition}, author={Wu, Chao-Yuan and Zaheer, Manzil and Hu, Hexiang and Manmatha, R and Smola, Alexander J and Kr{\"a}henb{\"u}hl, Philipp}, booktitle={CVPR}, year={2018} } Acknowledgment This implementation largely borrows fromtsn-pytorchbyyjxiong. P...
MoViNets PyTorch implementation: Mobile Video Networks for Efficient Video Recognition; - GitHub - Atze00/MoViNet-pytorch: MoViNets PyTorch implementation: Mobile Video Networks for Efficient Video Recognition;
I was checking your Pytorch implementation of the R2Plus1D model against the implementation in Caffe2 in the repository of the original paper (https://github.com/facebookresearch/VMZ), and I was wondering why you chose to implement the downsample step as a SpatioTemporalConv layer, while in ...
Compressed Video Action Recognition. Contribute to chaoyuaw/pytorch-coviar development by creating an account on GitHub.
conda create -n videoai python=3.9 conda activate videoai conda install pytorch==1.12.1 torchvision cudatoolkit=10.2 -c pytorch### For RTX 30xx GPUs,#conda install pytorch==1.12.1 torchvision cudatoolkit=11.3 -c pytorchgit clone --recurse-submodules https://github.com/kiyoon/PyVideoAI.git...
Pytorch Implementation for "Minority-Oriented Vicinity Expansion with Attentive Aggregation for Video Long-Tailed Recognition" (AAAI 2023 Oral) and Imbalanced-MiniKinetics200 dataset. Arxiv | Paper | Imbalanced-MiniKinetics200 | Project Page | Video 1. Requirements & Environments To run the code, you...
Exploration of different solutions to action recognition in video, using neural networks implemented in PyTorch. - eriklindernoren/Action-Recognition