karolzak / conv3d-video-action-recognitionLinks
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 result…
☆54Updated last year
Alternatives and similar repositories for conv3d-video-action-recognition
Users that are interested in conv3d-video-action-recognition are comparing it to the libraries listed below
Sorting:
- Exploration of different solutions to action recognition in video, using neural networks implemented in PyTorch.☆199Updated 5 years ago
- I3D implemetation in Keras + video preprocessing + visualization of results☆42Updated last year
- Implementation of Action Recognition using 3D Convnet on UCF-101 dataset.☆74Updated 7 years ago
- My re-implementation of two stream action recognition☆60Updated 4 years ago
- Keras implementation of video classifier☆111Updated 7 years ago
- Deep Neural Networks for Video Classification☆49Updated 2 years ago
- AVSS violence recognition in pytorch☆70Updated 6 years ago
- Real-time Action detection demo for the work Actor Conditioned Attention Maps. This repo includes a complete pipeline for person detectio…☆152Updated 2 years ago
- Abnormal Human Behaviors Detection/ Road Accident Detection From Surveillance Videos/ Real-World Anomaly Detection in Surveillance Videos…☆164Updated 2 years ago
- Learning to Detect Violent Videos using Convolution LSTM (Keras + tensorflow)☆149Updated 5 years ago
- Course Project for CS763 Computer Vision IIT Bombay☆34Updated 7 years ago
- Efficient Violence Detection Using 3D Convolutional Neural Networks☆15Updated 4 years ago
- PyTorch Implementation for Global and Local Attention Network☆24Updated 5 years ago
- Violence detection in videos using Deep Learning (CNNs + LSTMs). 98.5% video accuracy and 97.81% frame level accuracy (with threshold=3) …☆99Updated 3 years ago
- Recognizing human activities using Deep Learning☆51Updated 4 years ago
- RGB base Action Recognition on Keras, using CNN, LSTM and RGB difference☆26Updated 5 years ago
- Keras generators to generate sequences from videos as input☆100Updated last year
- ☆157Updated 7 years ago
- Explore Action Recognition☆202Updated 5 years ago
- Real-time video classification from webcam feed utilizing NLN☆38Updated 4 years ago
- Real-time fall detection using two-stream convolutional neural net (CNN) with Motion History Image (MHI)☆65Updated 2 years ago
- Simple yet efficient real-time pose based action recognition☆100Updated 3 years ago
- Frame level anomaly detection and localization in videos using auto-encoders☆64Updated 3 years ago
- To classify video into various classes using keras library with tensorflow as back-end.☆279Updated 4 years ago
- Unsupervised deep learning system for local anomaly event detection in crowded scenes☆20Updated 5 years ago
- Abnormal Event Detection in Surveillance Systems☆19Updated last year
- A Temporal 3D DNN for action recognition in videos☆17Updated 5 years ago
- Abnormal Event Detection in Videos using SpatioTemporal AutoEncoder☆180Updated 11 months ago
- Implementation of Real-World Anomaly Detection CVPR_2018 paper☆43Updated 6 years ago
- Two-stream CNNs for video action recognition implemented in Keras☆122Updated 6 years ago