Soumik Rakshit

Machine Learning Engineer

Projects

Echo

Python package containing all custom layers used in Neural Networks (Compatible with PyTorch, TensorFlow and MegEngine)

Python - Released: 04 Jun 2019 - 137

apple_m1_pro_python

A collection of ML scripts to test the M1 Pro MacBook Pro

Jupyter Notebook - Released: 19 Nov 2021 - 166

ConvNeXt-TF

Includes PyTorch -> Keras model porting code for ConvNeXt family of models with fine-tuning and inference notebooks.

Jupyter Notebook - Released: 13 Jan 2022 - 100

MIRNet

Tensorflow implementation of MIRNet for Low-light image enhancement

Jupyter Notebook - Released: 28 Nov 2020 - 91

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 - Released: 05 Dec 2018 - 31

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 - Released: 02 Jan 2018 - 17

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 - Released: 18 Dec 2018 - 49

Zero-DCE

Pytorch implementation of Zero-Reference Deep Curve Estimation for Low-Light Image Enhancement

Jupyter Notebook - Released: 13 Nov 2020 - 45

wandb-addons

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

Python - Released: 20 Mar 2023 - 20

Automatic-Number-Plate-Recognition

Automatic Car License/Number Plate recognition System

Jupyter Notebook - Released: 26 Sep 2019 - 37

point-cloud-segmentation

TF2 implementation of PointNet for segmenting point clouds

Python - Released: 30 Sep 2021 - 33

DDPG

Pytorch implementation of the Deep Deterministic Policy Gradients for Continuous Control

Jupyter Notebook - Released: 15 Mar 2020 - 23

Image-Depth-Prediction

Jupyter Notebook - Released: 02 Apr 2020 - 14

Pix2Pix

Image to Image Translation using Conditional GANs (Pix2Pix) implemented using Tensorflow 2.0

Jupyter Notebook - Released: 11 Nov 2019 - 29

deep-learning-studio

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

Python - Released: 22 Jul 2020 - 4

Adventures-with-GANS

Showcasing various fun adventures with GANs

Jupyter Notebook - Released: 18 Jul 2019 - 14

Transformer

Tensorflow implementation of Transformer

Jupyter Notebook - Released: 24 Apr 2020 - 5

Neural-Machine-Translation

Tensorflow 2.0 implementation of Neural Machine Translation using Transformer Model

Jupyter Notebook - Released: 18 Feb 2020 - 5

ml-framework-bot

An agentic workflow to translate machine learning codebases across ML frameworks reliably at scale.

Python - Released: 12 Sep 2024 - 1

GradCam

Tensorflow 2.2.0 implementation of GradCam

Jupyter Notebook - Released: 13 May 2020 - 9

mlops-zoomcamp-wandb

Jupyter Notebook - Released: 30 May 2023 - 15

tf2_gans

Implementations of GANs in Tensorflow 2.x

Jupyter Notebook - Released: 15 Nov 2021 - 14

Vision-Transformer

Tensorflow 2.x implementation of Vision-Transformer model

Python - Released: 21 Oct 2020 - 17

Radium

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

C++ - Released: 22 Jan 2021 - 16

colorization-using-optimization

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

Python - Released: 15 Aug 2021 - 16