divyam25

deep-learning-drizzle

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

fake-face-detection

some collected paper and personal notes relevant to Fake Face Detetection

interview

Interview questions

Tippy

another Toolbox for Image Processing in PYthon

cbis-ddsm-downloader

TextAttack

TextAttack 🐙 is a Python framework for adversarial attacks, data augmentation, and model training in NLP https://textattack.readthedocs.io/en/master/

frcnn_cad

Computer aided detection using Faster-RCNN

pytorch-nptransforms

Pytorch transforms based on numpy arrays instead of PIL Image

CV_Project

CSCI-GA.2270 Computer Vision Project: Applying Mask RCNN to Breast Mammography data

CDCN

Central Difference Convolutional Networks (CVPR'20)

trackerslist

Updated list of public BitTorrent trackers

vision

Datasets, Transforms and Models specific to Computer Vision

grokking-system-design

Grokking system design

kornia

Geometric Computer Vision Library for Spatial AI

detectron2

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

awesome-piracy

A curated list of awesome warez and piracy links

AUNet

Attention-guided dense-upsampling networks for breast mass segmentation in whole mammograms

imgaug

Image augmentation for machine learning experiments.

open-cities-challenge

First place solution for Open Cities DrivenData challenge

segmentation_models.pytorch

Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.

pytorch-unet-resnet-50-encoder

GAN_breast_mammography_segmentation

SegNet-cGAN and UNET-cGAN for Breast Mammography Segmentation

albumentations

Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

tech-interview-handbook

💯 Curated coding interview preparation materials for busy software engineers

mammography-models

Machine learning models for analyzing mammograms

spleeter

Deezer source separation library including pretrained models.

SinGAN

Official pytorch implementation of the paper: "SinGAN: Learning a Generative Model from a Single Natural Image"

SinGAN

Pytorch implementation of "SinGAN: Learning a Generative Model from a Single Natural Image"

CLRS

📚 Solutions to Introduction to Algorithms Third Edition