Gaurav Patel's repositories
LungSegmentation
This was my research project at IIT Bombay on Lung Segmentation from Chest X-Rays Images
TextClassification
Repository of state of the art text/documentation classification algorithms in Pytorch.
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
Neual-Style-Transfer
Tensorflow implementation of the paper "A Neural Algorithm of Artistic Style" by Leon A. Gatys, Alexander S. Ecker, Matthias Bethge
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!
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".
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