MohsenFayyaz89

PyTorch_Video_Dataset

Video dataset class for loading videos in PyTorch using Dataloader

T3D

Temporal 3D ConvNet

SCT

SCT: Set Constrained Temporal Transformer for Set Supervised Action Segmentation (CVPR2020) https://arxiv.org/abs/2003.14266

STFCN

Spatio-Temporal Fully Convolutional Neural Netwroks For Semantic Segmentation

C3DSegmentation

Video Semantic Segmentation using 3D CNNs in Torch

3D-ResNets-PyTorch

3D ResNets for Action Recognition (CVPR 2018)

Mini-Kinetics-200

Mini-Kinetics-200 data splits used in paper "Rethinking Spatiotemporal Feature Learning For Video Understanding"

mohsenfayyaz89.github.io

ActivityNet

This repository is intended to host tools and demos for ActivityNet

C3DPyTorch

Implementation of C3D Network in PyTorch

dataset

The COCO-Tasks Dataset

facenet-pytorch

Pretrained Pytorch face detection (MTCNN) and recognition (InceptionResnet) models

Lets-keep-it-simple-using-simple-architecture-to-outperform-deeper-architectures

This repository contains the architectures, Models, logs, etc pertaining to the SimpleNet Paper (Lets keep it simple: Using simple architectures to outperform deeper architectures )

milq

Useful code of Manuel Ignacio López Quintero

mv-extractor

Extract frames and motion vectors from H.264 and MPEG-4 encoded video.

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

SimpNet

SimpNet Paper Files (Towards Principled Design of Deep Convolutional Networks: Introducing SimpNet)

task-driven-object-detection

Author's implementation of "What Object Should I Use? - Task Driven Object Detection" (CVPR 2019)

vq-vae-2-pytorch

Implementation of Generating Diverse High-Fidelity Images with VQ-VAE-2 in PyTorch

YOLOv2_Pytorch

This is a repository containing the implementation of YOLOv2.

AVID-Adversarial-Visual-Irregularity-Detection

DynamicViT

[NeurIPS 2021] DynamicViT: Efficient Vision Transformers with Dynamic Token Sparsification

LLaVA

[NeurIPS 2023 Oral] Visual Instruction Tuning: LLaVA (Large Language-and-Vision Assistant) built towards GPT-4V level capabilities.

MuCon

Official Implementation for "Fast Weakly Supervised Action Segmentation Using Mutual Consistency" - TPAMI 2021

nerfies

This is the code for Deformable Neural Radiance Fields, a.k.a. Nerfies.

pytorch-ssim

pytorch structural similarity (SSIM) loss

slowfast_feature_extractor

Feature Extractor module for videos using the PySlowFast framework

stable-diffusion

Swin-Transformer

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

VideoModelBenchmark