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Sharad Kumar Gupta's Projects

guides icon guides

Guides and manuals for the SPECCHIO project

hackday icon hackday

Hack Day for Machine Learning Code-First Basics from Univ.AI

handle_class_imbalance_data icon handle_class_imbalance_data

Imbalanced data refers to classification problems where one class outnumbers other class by a substantial proportion. Extreme imbalance data can be seen in banking or financial data.

handsonbow icon handsonbow

Hands on Advanced Bag-of-Words Models for Visual Recognition. The content of this tutorial is organized around a collection of MATLAB hands-on lab exercises introducing fundamental concepts in visual recognition.

hpsc icon hpsc

High Performance Scientific Computing course

hyperopt-keras-cnn-cifar-100 icon hyperopt-keras-cnn-cifar-100

Auto-optimizing a neural net (and its architecture) on the CIFAR-100 dataset. Could be easily transferred to another dataset or another classification task.

hypersmurf icon hypersmurf

Weka implementation of hyperSMURF using EasyEnsemble and SMOTE

hyperspectral icon hyperspectral

Deep Learning for Land-cover Classification in Hyperspectral Images.

i.landsat8.swlst icon i.landsat8.swlst

Practical split-window algorithm estimating Land Surface Temperature from Landsat 8 OLI/TIRS imagery

iarpa icon iarpa

My IARPA Contest submission

icepyx icon icepyx

Python tools for obtaining and working with ICESat-2 data

imbalanced-learn icon imbalanced-learn

A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning

imbalanced-semi-self icon imbalanced-semi-self

[NeurIPS 2020] Semi-Supervision (Unlabeled Data) & Self-Supervision Improve Class-Imbalanced / Long-Tailed Learning

imgaug icon imgaug

Image augmentation for machine learning experiments.

imgclsmob icon imgclsmob

Sandbox for training convolutional networks for computer vision

imgraft icon imgraft

Image Georectification and Feature Tracking toolbox for MATLAB

imtools icon imtools

Tools and techniques (Matlab/C) for low-level image processing

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