This is my todo list and some useful materials

Thin-plate spline interpolation estimates scene illumination for better color accuracy in images. This method enhances automatic white balancing for digital cameras by using a refined training set. 🛠️🌈

3D backbone for video action recognition

Video Action Recognition using Deep Learning

A PyTorch implementation of MCA based on PRICAI 2022 paper "Weakly-supervised Temporal Action Localization with Multi-head Cross-modal Attention"

A PyTorch implementation of UM based on AAAI 2021 paper "Weakly-supervised Temporal Action Localization by Uncertainty Modeling"

This repository contains my personal code for the paper Learning Spatiotemporal Features with 3D Convolutional Networks by Du Tran, Lubomir Bourdev, Rob Fergus, Lorenzo Torresani, Manohar Paluri.

A PyTorch implementation of RSC based on MMM 2023 paper "Weakly-supervised Temporal Action Localization with Regional Similarity Consistency"

Official code for CVPR'19 paper "Collaborative Spatiotemporal Feature Learning for Video Action Recognition"

NTU Fall 2019 Deep Learning for Computer Vision Homework 4 - Action Segmentation

This project involves the identification of different actions from video clips where the action may or may not be performed throughout the entire duration of the video. This is done using two CNN models which are 3D-CNN and LSTM models.

Single run action detector on video stream data

MFNet的实现和改进。

FFT PyTorch 0.3 GPU implementation & experiments with DeepFFT model in Video Action Recognition and VM Classification

A PyTorch implementation of "Spatiotemporal Multiplier Networks for Video Action Recognition"

Code associated with "M2A: Motion Aware Attention for Accurate Video Action Recognition"

A PyTorch implementation of "SlowFast Networks for Video Recognition"

A new and computationally cheap method to perform human activity recognition using PoseNet and LSTM. Where we use PoseNet for Preprocessing and LSTM for understand the sequence.

Collection of open datasets in computer vision.

An Online Web Game "You Perform, I Guess!" based on C3D Model