Gurkirt Singh

realtime-action-detection. This repository host the code for real-time action detection paper

road-dataset. Download and pre-processing of ROAD dataset

corrected-UCF101-Annots. MATLAB

3D-RetinaNet. 3D-RetinaNet a baseline models on ROAD dataset

FPN.pytorch1.0. Feature pyramid network (FPN) with online hard example mining (OHEM)

2D-kinectics. Train action classification model based on individual frames

actNet-inAct. This repository is intended to host tools and demos for ActivityNet

kinetics-download-prep. Download kinetics and prepare '.json' annotations for each subset

RetinaNet.pytorch.1.x. RetinaNet with different loss function types

preprocess-activityNet. Preprocess the activityNet dataset for detection task

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

AMTNet. Action Micro Tube Network (AMTNet) - Pytorch with linear heads

optical-flow. compute optical flow on GPU using opencv and set of image sequences rather than videos. Use ffmpeg for video to image sequence conversion

parallel-pack-unpack-tarballs. Compression free packing and unpacking of frames via tarballs

daly-prep. This repo provided utility tools to browse the videos and annotation files for DALY dataset.

dataset2h5. Tensor-flow trainer for action classification and detection

gurkirt.