Soumik Rakshit (@soumik12345)
github

soumik12345

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Top repositories

1

MIRNet

Tensorflow implementation of MIRNet for Low-light image enhancement
Jupyter Notebook
106
star
2

Zero-DCE

Pytorch implementation of Zero-Reference Deep Curve Estimation for Low-Light Image Enhancement
Jupyter Notebook
56
star
3

Kinect-Vision

A computer vision based gesture detection system that automatically detects the number of fingers as a hand gesture and enables you to control simple button pressing games using you hand gestures.
Jupyter Notebook
53
star
4

Automatic-Number-Plate-Recognition

Automatic Car License/Number Plate recognition System
Jupyter Notebook
36
star
5

point-cloud-segmentation

TF2 implementation of PointNet for segmenting point clouds
Python
35
star
6

mlops-zoomcamp-wandb

Jupyter Notebook
31
star
7

Nearest-Celebrity-Face

Tensorflow Implementation of FaceNet: A Unified Embedding for Face Recognition and Clustering to find the celebrity whose face matches the closest to yours.
Jupyter Notebook
31
star
8

Pix2Pix

Image to Image Translation using Conditional GANs (Pix2Pix) implemented using Tensorflow 2.0
Jupyter Notebook
29
star
9

DDPG

Pytorch implementation of the Deep Deterministic Policy Gradients for Continuous Control
Jupyter Notebook
26
star
10

wandb-addons

Weights & Biases Addons is a repository consisting of additional unitilities and community contributions for supercharging your Weights & Biases workflows.
Python
23
star
11

colorization-using-optimization

Python and C++ implementations of a user-guided image/video colorization technique as proposed by the paper Colorization Using Optimization
Python
20
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12

Radium

Radium is a Ray Tracing Engine written in C++ that runs on the CPU using shared-memory multiprocessing
C++
18
star
13

Vision-Transformer

Tensorflow 2.x implementation of Vision-Transformer model
Python
17
star
14

Swayam-Self-Driving-Car

This is an implementation of various algorithms and techniques required to build a simple Self Driving Car. A modified versions of the Udacity Self Driving Car Simulator is used as a testing environment.
Jupyter Notebook
17
star
15

clip-lightning

Python
15
star
16

multi-label-text-classification

A multi-label text classifier to predict the subject areas of arXiv papers from their abstract bodies.
Jupyter Notebook
15
star
17

tf2_gans

Implementations of GANs in Tensorflow 2.x
Jupyter Notebook
14
star
18

Image-Depth-Prediction

Jupyter Notebook
14
star
19

Adventures-with-GANS

Showcasing various fun adventures with GANs
Jupyter Notebook
14
star
20

nerf.jax

A minimal TPU compatible Jax implementation of NeRF: Representing Scenes as Neural Radiance Fields for View Synthesis.
Python
13
star
21

Twin-Delayed-DDPG

Pytorch Implementation of Twin Delayed Deep Deterministic Policy Gradients for Continuous Control
Jupyter Notebook
12
star
22

Arxiv2Kindle

Arxiv2Kindle is a simple script written in python that converts LaTeX source downloaded from Arxiv and recompiles it to better fit a Kindle or other similar reading devices.
Python
11
star
23

AnimeGAN

A Deep Convolutional Generative Adversarial Network to generate Faces of Anime Characters
Jupyter Notebook
11
star
24

Enet

Pytorch Implementation of ENet: A Deep Neural Network Architecture for Real-Time Semantic Segmentation (https://arxiv.org/abs/1606.02147)
Jupyter Notebook
11
star
25

GradCam

Tensorflow 2.2.0 implementation of GradCam
Jupyter Notebook
9
star
26

felzenszwalb_segmentation

Python implementation of Efficient Graph-Based Image Segmentation
Jupyter Notebook
8
star
27

AODNet

Tensorflow implementation of An All-in-One Network for Dehazing and Beyond
Jupyter Notebook
8
star
28

Deepwrex-Text-Detection-Network

Jupyter Notebook
7
star
29

Hemm

A holistic evaluation library for multi-modal generative models using 🤗 Diffusers and Weave
Python
7
star
30

ClassicaLSTM

An LSTM model for generation of Classical Music
Jupyter Notebook
6
star
31

Neural-Style-Transfer

Tensorflow Implementation of Neural Style Transfer
Jupyter Notebook
6
star
32

restorers

Restorers provide out-of-the-box TensorFlow implementations of SoTA image and video restoration models for tasks such as low-light enhancement, denoising, deblurring, super-resolution, etc.
Python
6
star
33

Neural-Machine-Translation

Tensorflow 2.0 implementation of Neural Machine Translation using Transformer Model
Jupyter Notebook
6
star
34

Dataset-Scripts

GCS specific notebooks and scripts to download VOC 2007, COCO 2017 and DIV2K Datasets and create TFRecords.
Jupyter Notebook
6
star
35

Enet-Tensorflow

An implementation of ENet: A Deep Neural Network Architecture for Real-Time Semantic Segmentation using Tensorflow
Python
5
star
36

libtorch-examples

Basic Deep Learning examples using LibTorch C++ frontend
C++
5
star
37

SRGAN-Tensorflow

Tensorflow 2.0 implementation of Super Resolution GAN
Jupyter Notebook
5
star
38

Detectron-Notebooks

Jupyter Notebook
5
star
39

Transformer

Tensorflow implementation of Transformer
Jupyter Notebook
5
star
40

FCN

Deep Fully Convolutional Networks in Tensorflow
Jupyter Notebook
4
star
41

Brain-MRI-Segmentation

Jupyter Notebook
4
star
42

Movie-Recommender

A Movie Recommendation System using Restricted Boltzmann Machine implemented in Tensorflow
Jupyter Notebook
4
star
43

GPT

A minimal implementation of Generative Pre-Training or GPT
Jupyter Notebook
4
star
44

Eye-Detector

A CNN Based Real Time Eye Detection System
Jupyter Notebook
4
star
45

deep-learning-studio

A single page application made using Streamlit and Tensorflow 2.x for performing basic deep learning operations on the browser
Python
4
star
46

Wandb-Status-Report-Template

A template project for a W&B Status and Analysis Report in the Autonomous Vehicle Domain
Jupyter Notebook
4
star
47

Autoencoders

Implementations of various Autoencoder architectures and applications in Tensorflow
Jupyter Notebook
3
star
48

image-restoration-primer

Jupyter Notebook
3
star
49

Relativistic-GAN

Pytorch Implementation of Relativistic GAN
Python
3
star
50

self-attention-gan

Python
2
star
51

CSRNet

Pytorch implementation of CSRNet: Dilated Convolutional Neural Networks for Understanding the Highly Congested Scenes (https://arxiv.org/abs/1802.10062)
Python
2
star
52

SRGAN

Tensorflow 2.0 implementation of SRGAN
Jupyter Notebook
2
star
53

Generative-Adversarial-Networks

Implementations of various architectures and implementations of Generative Adversarial Networks
Jupyter Notebook
2
star
54

Real-Time-Style-Transfer

Jupyter Notebook
2
star
55

Manga-Scraper

A simple tool to download Manga and create Chapter-wise PDFs easier to read
Python
2
star
56

transformer.pytorch

Pytorch implementation of Transformer
Jupyter Notebook
2
star
57

transformer-ocr

Tensorflow 2.x implementation of Transformer OCR
Python
2
star
58

Several-Days-of-Cuda

Jupyter Notebook
2
star
59

geekyrakshit-blog

Jupyter Notebook
2
star
60

3DGAN

Generating 3D objects using Generative Adversarial Networks
Python
2
star
61

Compiler-Design-Lab

Compiler Design Lab
C
2
star
62

pytorch-save-load

Python
1
star
63

hydranet-inference

Jupyter Notebook
1
star
64

Koderunners-Interpreter

Koderunners InterPreter
Java
1
star
65

enhance-me

Python
1
star
66

Fast-SCNN

Tensorflow implementation of Fast-SCNN: Fast Semantic Segmentation Network (https://arxiv.org/abs/1902.04502)
1
star
67

Hand-Tracker

Python
1
star
68

sd-webui-wandb

Python
1
star
69

German-Notes

German Language Lessons and Notes
1
star
70

VantaBlack

JavaScript
1
star
71

Mouse-Vision

Python
1
star
72

implicit_geometric_representations

Python
1
star
73

PGGAN

Tensorflow implementation of Progressively Growing GAN (https://arxiv.org/pdf/1710.10196.pdf)
Python
1
star
74

hf-jax-controlnet

Python
1
star
75

Shakespeare-and-Monkey

The modelling of the Infinite Monkey or Shakespearean Monkey problem in Java
Java
1
star
76

CycleGAN

Python
1
star
77

DenseDepth

Python
1
star
78

jax-series

Jupyter Notebook
1
star
79

Recursive-Descent-Expression-Compiler

Recursive Descent Expression Compiler
C
1
star
80

DeepLab-V3

Implementation of DeepLab V3 in Tensorflow
Python
1
star
81

centernet

Python
1
star
82

soumik12345

1
star
83

Advanced-Programming-Lab

Advanced Programming lab
HTML
1
star
84

functorch-examples

Jupyter Notebook
1
star
85

BrainFuck-Interpreter

BrainFuck interpreter implementation in java
Java
1
star
86

ESNet

Tensorflow Implementation of ESNet (https://arxiv.org/pdf/1906.09826v1.pdf)
Python
1
star
87

Repeater-V2

Python
1
star
88

flax-vision-models

A repository of Deep Learning models in Flax pre-trained on Imagenet
Python
1
star