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Siddharth Gupta's Projects

cadlab icon cadlab

Imaging Biomarkers and Computer-Aided Diagnosis Laboratory

d2l-en icon d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

keras-unet-collection icon keras-unet-collection

The Tensorflow, Keras implementation of U-net, V-net, U-net++, UNET 3+, Attention U-net, R2U-net, ResUnet-a, U^2-Net, TransUNET, and Swin-UNET with optional ImageNet-trained backbones.

pytorch-grad-cam icon pytorch-grad-cam

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

ratinabox icon ratinabox

A python package for modelling locomotion in complex environments and spatially/velocity selective cell activity.

score-cam icon score-cam

Official implementation of Score-CAM in PyTorch

taipy icon taipy

Turns Data and AI algorithms into production-ready web applications in no time.

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