surajkothawade Goto Github PK

automated-analysis-of-videos-towards-compliance-monitoring

cords

Reduce end to end training time from days to hours (or hours to minutes), and energy requirements/costs by an order of magnitude using coresets and data selection.

csci599-assignment1

darknet

Convolutional Neural Networks

darknetautomater

Automate the Training and Validation Neural Networks End-to-End

dcnn-model-1

Deep Convolutional Neural Network model as proposed in the paper

drupal-logger

Event logging and content versioning module for drupal

dss

DSS: Dynamic Semantic Segmentation Algorithm

event-logging-and-cvs

gable

GABLE: tarGeted dAta suBset seLEction

jensen

logic-programming

Logic Programming using Prolog.

medmnist

18 MNIST-like Datasets for 2D and 3D Biomedical Image Classification: pip install medmnist

mmdetection

OpenMMLab Detection Toolbox and Benchmark

ncooper

Neural Networks

pytorch-consistency-regularization

PyTorch implementation of consistency regularization methods for semi-supervised learning

qatm

Code for Quality-Aware Template Matching for Deep Learning

receptive_field

Compute receptive fields of your favorite convnets

spambaseclassifier

Spambase Classifier on UCI Spambase dataset

submodlib

Summarize Massive Datasets using Submodular Optimization

suraj_darknet

surajkothawade.github.io

talisman

[ECCV 2022] "TALISMAN: Targeted Active Learning for Object Detection with Rare Classes and Slices using Submodular Mutual Information" by Suraj Kothawade, Saikat Ghosh, Sumit Shekhar, Yu Xiang, Rishabh Iyer

temporal-segment-networks

Code & Models for Temporal Segment Networks (TSN) in ECCV 2016

tsn-pytorch

Temporal Segment Networks (TSN) in PyTorch

vis-dss

Open Source toolkit for Visual Data Subset Selection and Summarizartion using Submodular Functions