gaurav104

LungSegmentation

This was my research project at IIT Bombay on Lung Segmentation from Chest X-Rays Images

WSS-CMER

Code for the paper : "Weakly supervised segmentation with cross-modality equivariant constraints", available at https://arxiv.org/pdf/2104.02488.pdf

TextClassification

Repository of state of the art text/documentation classification algorithms in Pytorch.

MultiCNN-SentimentClassification

pytorch-segmentation-detection

Image Segmentation and Object Detection in Pytorch

Artificial-Intelligence-Deep-Learning-Machine-Learning-Tutorials

A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Automotives, Retail, Pharma, Medicine, Healthcare by Tarry Singh until at-least 2020 until he finishes his Ph.D. (which might end up being inter-stellar cosmic networks! Who knows! 😀)

awesome-semantic-segmentation

:metal: awesome-semantic-segmentation

Image-Text-Matching

kornia

Open Source Differentiable Computer Vision Library for PyTorch

Neual-Style-Transfer

Tensorflow implementation of the paper "A Neural Algorithm of Artistic Style" by Leon A. Gatys, Alexander S. Ecker, Matthias Bethge

RecommenderSystem

BCI_EEGNet

EEGNet implementation of 2 BCI competition datasets

Deep-Learning-Papers-Reading-Roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

FDA

Fourier Domain Adaptation for Semantic Segmentation

fish

Official implementation of paper Gradient Matching for Domain Generalization

LandClassification-SocialCops

Jupyter notebook of the solution to Land Classification challenge given to me as a part of SocialCops internship recruitment task.

learning_embeddings

Code for CVPR-W 2020 paper "Hierarchical Image Classification using Entailment Cone Embeddings" https://arxiv.org/abs/2004.03459

LRA

Code for the paper: Learning to Retain while Acquiring: Combating Distribution-Shift in Adversarial Data-Free Knowledge Distillation

Lung-Segmentation

Segmentation of Lungs from Chest X-Rays using Fully Connected Networks

machine_learning_examples

A collection of machine learning examples and tutorials.

pix2pix-pytorch

PyTorch implementation of "Image-to-Image Translation Using Conditional Adversarial Networks".

PRE-DFKD

Official implementation of the work titled "Robust and Resource-Efficient Data-Free Knowledge Distillation by Generative Pseudo Replay"

pwc

Papers with code. Sorted by stars. Updated weekly.

Pytorch-Project-Template

A scalable template for PyTorch projects, with examples in Image Segmentation, Object classification, GANs and Reinforcement Learning.

pytorch-semseg

Semantic Segmentation Architectures Implemented in PyTorch

pytorch-sentiment-analysis

Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

PyTorch-StudioGAN

StudioGAN is a Pytorch library providing implementations of representative Generative Adversarial Networks (GANs) for conditional/unconditional image generation.

Pytorch-UNet

Pytorch implementation of the U-Net for image semantic segmentation, with dense CRF post-processing

Reddit-Flair-Identification-Flask

SEAM

Self-supervised Equivariant Attention Mechanism for Weakly Supervised Semantic Segmentation, CVPR 2020 (Oral)