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Soumik Ranjan Dasgupta's starred repositories

openpose

OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation

Language:C++NOASSERTION29856 918 1949

C-Plus-Plus

Collection of various algorithms in mathematics, machine learning, computer science and physics implemented in C++ for educational purposes.

Language:C++MIT29072 506 286

pytorch-lightning

Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.

Language:PythonApache-2.026858 246 6883

mediapipe

Cross-platform, customizable ML solutions for live and streaming media.

Language:C++Apache-2.025440 493 4854

EasyOCR

Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.

Language:PythonApache-2.021909 303 938

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.

Language:PythonNOASSERTION21664 402 285

conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

Language:TeXMIT13702 346 31

albumentations

Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

Language:PythonMIT13409 129 892

awesome-semantic-segmentation

:metal: awesome-semantic-segmentation

latexify_py

A library to generate LaTeX expression from Python code.

Language:PythonApache-2.06972 55 79

approachingalmost

Approaching (Almost) Any Machine Learning Problem

sweetviz

Visualize and compare datasets, target values and associations, with one line of code.

Language:PythonMIT2833 52 133

annotated_research_papers

This repo contains annotated research papers that I found really good and useful

Deep-Learning-for-Tracking-and-Detection

Collection of papers, datasets, code and other resources for object tracking and detection using deep learning

Language:HTML2380 156 6

ssd_keras

A Keras port of Single Shot MultiBox Detector

Language:PythonApache-2.01852 54 373

inltk

Natural Language Toolkit for Indic Languages aims to provide out of the box support for various NLP tasks that an application developer might need

Language:PythonMIT811 36 67

GANSketching

Sketch Your Own GAN: Customizing a GAN model with hand-drawn sketches.

Language:PythonMIT710 21 26

awesome-sentiment-analysis

Reading list for Awesome Sentiment Analysis papers

voxelpose-pytorch

Official implementation of "VoxelPose: Towards Multi-Camera 3D Human Pose Estimation in Wild Environment"

Language:PythonMIT455 22 49

cavaface

face recognition training project(pytorch)

Language:PythonMIT451 24 72

sign-language-gesture-recognition

Sign Language Gesture Recognition From Video Sequences Using RNN And CNN

Language:PythonMIT434 230

video_feature_extractor

Easy to use video deep features extractor

Language:PythonApache-2.0298 8 24

detectree

Tree detection from aerial imagery in Python

Language:PythonGPL-3.0202 7 11

pix2vertex.pytorch

An official pyTorch port of the pix2vertex paper from ICCV2017

Language:PythonMIT188 16 13

A2S2K-ResNet

A2S2K-ResNet: Attention-Based Adaptive Spectral-Spatial Kernel ResNet for Hyperspectral Image Classification

Language:Python179 6 5

SOLAR

PyTorch code for "SOLAR: Second-Order Loss and Attention for Image Retrieval". In ECCV 2020

Language:PythonMIT169 12 15

AngularGrad

Pytorch implementation of AngularGrad: A New Optimization Technique for Angular Convergence of Convolutional Neural Networks

Language:PythonGPL-3.0127 5 2

Common-Voice

Audio Classification with machine learning

Language:PythonMIT16 2 9

Youtube_crawler

This is a youtube crawler created to extract video information.

Language:Jupyter Notebook1400

xview2-toolkit

Toolkit for xView2 Challenge: Assessing Building Damage caused by Natural Disasters

Language:Jupyter Notebook6 2 1