gurkirt/road-dataset

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Created over 3 years ago
Updated over 2 years ago

gurkirt/road-dataset

gurkirt

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Download and pre-processing of ROAD dataset

realtime-action-detection

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

corrected-UCF101-Annots

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

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

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

AMTNet

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

parallel-pack-unpack-tarballs

Compression free packing and unpacking of frames via tarballs

gurkirt.github.io

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