arpane4c5

KTH_Optical_Flow

This repository contains code supporting the paper "Action Recognition from Optical Flow Visualizations" by Arpan Gupta and M. Sakthi Balan.

CricketShotDetection

PhD Thesis project on Cricket shot detection.

batsman_detection

Detecting Batsman by finetuning Faster RCNN in PyTorch

batsman_pose_track

Track a batsman using the person poses given for the sequence of frames.

BOW_action_recognition

Project to recognize actions in videos based on Bag of Words model.

cluster_strokes

Cluster the Cricket strokes to determing the different stroke categories in an Unsupervised Learning Framework.

CricketStrokeLocalizationBOVW

Using BOVW with GRU / LSTM RNN networks for temporal Cricket stroke localization from untrimmed videos

KTH_action_recognition

Action Recognition for KTH dataset using person motion features.

localization_finetuneC3D

Finetune a C3D model on the highlights videos and then on the main dataset training samples.

StrokeAttention

Applying Soft Attention to Cricket Strokes in telecast videos

StrokeBoVGRU

adsa

ADSA Codes in C

CricketStrokeLocalization

A repository for holding files for Temporal Cricket Stroke Localization on Untrimmed Videos (advanced).

InstallerScripts

This repository contains scripts for installation of open source tools like hadoop, OpenCV, Spark etc. The scripts are not supposed to be executed 'as-is' but to be taken as a reference only and may be customized as per your system settings.

TrackNetv3

TrackNet for Cricket Ball Tracking

AIML_Labs

Reference code for AI&ML course (CS1110) at JKLU Jaipur

ArpanSampleJCloudant

ava_taskB

Attempt at the ActivityNet Challenge 2018 Task B on AVA dataset.

DPC

Video Representation Learning by Dense Predictive Coding

Keccak_CortexM4F

This repo is part of my M.Tech. thesis which implements SHA-3 hash function (Keccak) on CortexM4F microcontroller. The code for the desktop interface is in Keccak_Interface repo.

Keccak_Interface

This repo is the second part of my M.Tech. thesis work. The code for first part is in Keccak_CortexM4F repo.

localization_gru

This repository contains the code for "Dataset Creation and Benchmarking for Cricket Stroke Localization from Untrimmed Videos"

localization_rnn

Cricket Action Localization using sequential deep neural networks and features extracted using pretrained models.

Loogle

The repository contains code for my B.Tech. Final Year project carried out in 2011 at SRMCEM, India.

PythonLab

Seq2seq-PyTorch

ss-tad

End-to-End, Single-Stream Temporal Action Detection in Untrimmed Videos (Official Repo for SS-TAD)

StrokeSelfSupervision

Learning Cricket Stroke Representations using Self-supervised approaches.

TopicModel

Applying topic models for unsupervised activity recognition in videos.

TRN.pytorch

A PyTorch reimplementation for the ICCV 2019 paper "Temporal Recurrent Networks for Online Action Detection" applied to Cricket Stroke Localization.