video-analysis

A collection of computer vision pre-trained models.

High-performance multiple object tracking based on YOLO, Deep SORT, and KLT 🚀

Papers, code and datasets about deep learning and multi-modal learning for video analysis

SiamMOT: Siamese Multi-Object Tracking

Video-based object counting software.

Official implementation of Paper Future Frame Prediction for Anomaly Detection -- A New Baseline, CVPR 2018

Library with dynamic audio/video composition and runtime control

Codebase for CVPR2020 A Local-to-Global Approach to Multi-modal Movie Scene Segmentation

Awesome Resources for Advanced Computer Vision Topics

An official TensorFlow implementation of "Neural Program Synthesis from Diverse Demonstration Videos" (ICML 2018) by Shao-Hua Sun, Hyeonwoo Noh, Sriram Somasundaram, and Joseph J. Lim

Useful Toolbox for Anomaly Detection

To keep updates with VRU Grand Challenge, please use https://github.com/NExTplusplus/VidVRD-helper

Official Tensorflow Implementation of the AAAI-2020 paper "Temporally Grounding Language Queries in Videos by Contextual Boundary-aware Prediction"

Analyzing CCTV videos to find interesting events

Tree-Structured Policy based Progressive Reinforcement Learning for Temporally Language Grounding in Video (AAAI2020)

Long Short-Term Transformer for Online Action Detection

Code to detect scenes and transitions in videos and compose a video to visualize the data.

A video analysis engine with similarity frame retrieval,keyframe faces recognition,keyframe objects detection and etc.

“Former-DFER: Dynamic Facial Expression Recognition Transformer”, ACM MM 2021.

Dataset for Visually Indicated Sound Generation by Perceptually Optimized Classification

This repo contains an implementation code for the weakly supervised surgical tool tracker. In this research, the temporal dependency in surgical video data is modeled using a convolutional LSTM which is trained only on image level labels to detect, localize and track surgical instruments.

Find the implementation of Computer vision-based projects with Python, Deep Learning, and OpenCV

"AU-Aware Dynamic Facial Expression Recognition in the Wild", In submission.

Video transformation for deep learning

Musical Gestures Toolbox for Matlab

Resources for recent AI systems (deployment concerns, cost and accessibility). -- closed

video analysis with different drawing tools using canvas and fabric js in laravel

Research materials about multimedia network and system, including paper list, tools, etc.

Piano Skills Assessment (IEEE MMSP, 2021)