A curated list of action recognition and related area resources

3D ResNets for Action Recognition (CVPR 2018)

Official Pytorch implementation of "OmniNet: A unified architecture for multi-modal multi-task learning" | Authors: Subhojeet Pramanik, Priyanka Agrawal, Aman Hussain

Detects license plate of car and recognizes its characters

3D ResNets for Action Recognition

Pyorch implementation of Non-Local Neural Networks (https://arxiv.org/pdf/1711.07971.pdf)

CATER: A diagnostic dataset for Compositional Actions and TEmporal Reasoning

YAPO e+ - Yet Another Porn Organizer (extended)

[Neurocomputing 2019] Fast and Robust Dynamic Hand Gesture Recognition via Key Frames Extraction and Feature Fusion

Tracking and counting pedestrians from webcamera video stream #douhack Donetsk

Video Recognition using Mixed Convolutional Tube (MiCT) on PyTorch with a ResNet backbone

State of the art object detection in real-time using YOLOV3 algorithm. Augmented with a process that allows easy training of the classifier as a plug & play solution . Provides alert if an item in an alert list is detected.

Recognizing human activities using Deep Learning

My experimentation around action recognition in videos. Contains Keras implementation for C3D network based on original paper "Learning Spatiotemporal Features with 3D Convolutional Networks", Tran et al. and it includes video processing pipelines coded using mPyPl package. Model is being benchmarked on popular UCF101 dataset and achieves results similar to those reported by authors

Action Recognition in Videos using Stacked Optical Flow and HOGHOF features.

Deep Metric Learning by Online Soft Mining and Class-Aware Attention, AAAI 2019 Oral

video segment identification system

In this time of Covid19, this project helps in detecting face masks with a score of 96% using deep learning

PyTorch Implementation of [ICCV 2019] TSM: Temporal Shift Module for Efficient Video Understanding

The application allows you to calculate interest in a lecture based on detected emotions, and based on the lecturer's way of speaking.

tensorflow live video object detection

Video Capture and object recognition in Unity

2019 term project for Machine Learning Practical course at the University of Edinburgh

PyTorch Implementation of [CVPR 2019] SlowFast Networks for Video Recognition

Educational project for video and speech recognition

Google Cloud & YouTube-8M Video Understanding Challenge. Can you produce the best video tag predictions?

Exploration of different solutions to action recognition in video, using neural networks implemented in PyTorch.

人工智能基础（高中版）例子程序

PyTorch Implementation of [CVPR 2020] X3D: Expanding Architectures for Efficient Video Recognition