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dombergka's Projects

pyscenedetect icon pyscenedetect

:movie_camera: Python and OpenCV-based scene cut/transition detection program & library.

real-time-violence-alert-system icon real-time-violence-alert-system

A real-time violence detector using MobileNetV2 pretrained model and image enhancement algorithms and face detection algorithms implemented using Python, including an alert system built using telegram for alerting concerned authorities, and all data stored neatly in cloud firestore

slowfast icon slowfast

PySlowFast: video understanding codebase from FAIR for reproducing state-of-the-art video models.

st-resnet icon st-resnet

Code release for "Spatiotemporal Residual Networks for Video Action Recognition", NIPS16 & "Spatiotemporal Multiplier Networks for Video Action Recognition", CVPR17.

tea-action-recognition icon tea-action-recognition

The Pytorch code of the TEA module (Temporal Excitation and Aggregation for Action Recognition)

tensor2tensor icon tensor2tensor

Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

trn.pytorch icon trn.pytorch

A PyTorch reimplementation for our ICCV 2019 paper "Temporal Recurrent Networks for Online Action Detection"

videomae icon videomae

VideoMAE: Masked Autoencoders are Data-Efficient Learners for Self-Supervised Video Pre-Training

violence-detection icon violence-detection

Deep learning based algorithm which is capable of detecting violence in indoor or outdoor environments: fight, fire or car crash and even more

violence-detection-deeplearning icon violence-detection-deeplearning

This repository will contain the code for the paper: "ViolenceNet: Dense Multi Head Self-Attention with Bidirectional Convolutional LSTM for detecting violence"

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