There are 10 repositories under video-analysis topic.
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
Awesome Resources for Advanced Computer Vision Topics
Codebase for CVPR2020 A Local-to-Global Approach to Multi-modal Movie Scene Segmentation
Useful Toolbox for Anomaly Detection
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
To keep updates with VRU Grand Challenge, please use https://github.com/NExTplusplus/VidVRD-helper
Long Short-Term Transformer for Online Action Detection
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)
“Former-DFER: Dynamic Facial Expression Recognition Transformer”, ACM MM 2021.
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.
A video analysis engine with similarity frame retrieval,keyframe faces recognition,keyframe objects detection and etc.
Code to detect scenes and transitions in videos and compose a video to visualize the data.
Research materials about multimedia network and system, including paper list, tools, etc.
Dataset for Visually Indicated Sound Generation by Perceptually Optimized Classification
Find the implementation of Computer vision-based projects with Python, Deep Learning, and OpenCV
Musical Gestures Toolbox for Matlab
An enterprise ready, resilient and horizontal scalable solution for large video landscapes.
Resources for recent AI systems (deployment concerns, cost and accessibility). -- closed
Video transformation for deep learning
Using HiveAI to moderate videos uploaded to api.video. From api.video (https://api.video)
This will read data from webcam or video and capture object names from video
video analysis with different drawing tools using canvas and fabric js in laravel
Piano Skills Assessment (IEEE MMSP, 2021)
Python based project to provide a Video Analysis method for Vehicular Accident Detection.
Embedded Vision for MVS in IoT
Using Google Vision API this project will output the most frequent objects that show up inside a given video along with the adult likelihood ratings of the content. This was part of the development of the clickbait detection chrome extension tool that was undertaken at SLO Hacks.
Original PyTorch implementation of the code for the paper "Straight to the Point: Fast-forwarding Videos via Reinforcement Learning Using Textual Data" at the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2020