sadimanna

self-supervised-learning-and-contrastive-learning-papers

simclr_pytorch

Implementation of SimCLR in PyTorch

hobby_projects

skid

Code for Self-Supervised Learning for Knee Injury Diagnosis from Magnetic Resonance Data

BYOLMed3D

BYOL3d for SElf-Supervised Analysis of MEdical Videos (SESAME)

self-supervised-segmentation

List of papers on Self-Supervised Segmentation

sslm

Evaluation Code for "Self-Supervised Learning for Medical Diagnosis from MR Video"

easy-faster-rcnn-pytorch

An easy implementation of Faster R-CNN (https://arxiv.org/pdf/1506.01497.pdf) in PyTorch.

lars_pytorch

Implementation of LARS Optimizer in PyTorch

latent-diffusion-pytorch2.3.0

High-Resolution Image Synthesis with Latent Diffusion Models || Code updated for Pytorch 2.3.0 and other latest packages

cifar2png

Convert CIFAR-10 and CIFAR-100 datasets into PNG images

classic-ai

cowpro

detectron2

Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

face-emo-rec

face-emotion-recognition

Setting up a Hugging Face Spaces Demo using Streamlit

Few-Shot-Semantic-Segmentation-Papers

Few Shot Semantic Segmentation Papers

object-detection-mobilenetssd

HuggingFace Demo using Streamlit

profile_page

sadimanna

sadimanna.github.io

SimCLR

PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations by T. Chen et al.

SimCSE

EMNLP'2021: SimCSE: Simple Contrastive Learning of Sentence Embeddings https://arxiv.org/abs/2104.08821

simplicity-bias-papers

Papers on Simplicity Bias (suggestions are welcome)

sinkhorn_solves_sudoku

Unofficial Code Implementation of the paper "Sinkhorn Solves Sudoku"

solving_sudoku

Resources

split_data_using_scripting

Shell and Batch Script to split Datasets into Train, Validation and Test sets

stl10binairy2png

Python utilities for reading the STL-10 dataset: http://cs.stanford.edu/~acoates/stl10/

SupContrast

PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)

swav

PyTorch implementation of SwAV https//arxiv.org/abs/2006.09882