Soumik Rakshit

MIRNet. Tensorflow implementation of MIRNet for Low-light image enhancement

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

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.

Automatic-Number-Plate-Recognition. Automatic Car License/Number Plate recognition System

point-cloud-segmentation. TF2 implementation of PointNet for segmenting point clouds

mlops-zoomcamp-wandb. Jupyter Notebook

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.

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

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

DDPG. Pytorch implementation of the Deep Deterministic Policy Gradients for Continuous Control

felzenszwalb_segmentation. Python implementation of Efficient Graph-Based Image Segmentation

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

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

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.

clip-lightning. Python

Vision-Transformer. Tensorflow 2.x implementation of Vision-Transformer model

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.

multi-label-text-classification. A multi-label text classifier to predict the subject areas of arXiv papers from their abstract bodies.

tf2_gans. Implementations of GANs in Tensorflow 2.x

Image-Depth-Prediction. Jupyter Notebook

Adventures-with-GANS. Showcasing various fun adventures with GANs

nerf.jax. A minimal TPU compatible Jax implementation of NeRF: Representing Scenes as Neural Radiance Fields for View Synthesis.

Twin-Delayed-DDPG. Pytorch Implementation of Twin Delayed Deep Deterministic Policy Gradients for Continuous Control

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

AnimeGAN. A Deep Convolutional Generative Adversarial Network to generate Faces of Anime Characters

AODNet. Tensorflow implementation of An All-in-One Network for Dehazing and Beyond

diffusion-story-illustration. A simple LLM-assisted workflow to illustrate paragraphs from short stories automatically using a text-to-image generation model

Hemm. A holistic evaluation library for multi-modal generative models using 🤗 Diffusers and Weave

libtorch-examples. Basic Deep Learning examples using LibTorch C++ frontend

GradCam. Tensorflow 2.2.0 implementation of GradCam

Deepwrex-Text-Detection-Network. Jupyter Notebook

diffusion_prompt_upsampling. An implementation of the prompt upsampling strategy for text2image diffusion models from the DALLE-3 tech report using DSPy and Weave

ClassicaLSTM. An LSTM model for generation of Classical Music

Neural-Style-Transfer. Tensorflow Implementation of Neural Style Transfer

Dataset-Scripts. GCS specific notebooks and scripts to download VOC 2007, COCO 2017 and DIV2K Datasets and create TFRecords.

Neural-Machine-Translation. Tensorflow 2.0 implementation of Neural Machine Translation using Transformer Model

Detectron-Notebooks. Jupyter Notebook

Enet-Tensorflow. An implementation of ENet: A Deep Neural Network Architecture for Real-Time Semantic Segmentation using Tensorflow

Transformer. Tensorflow implementation of Transformer

pynecraft. An open-source implementation of a voxel-based game engine similar to MineCraft in Python

mlops-zoomcamp. Free MLOps course from DataTalks.Club

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

image-restoration-primer. Jupyter Notebook

Several-Days-of-Cuda. Jupyter Notebook

transformer.pytorch. Pytorch implementation of Transformer

German-Notes. German Language Lessons and Notes

hydranet-inference. Jupyter Notebook

vasco. Minimalist Neovim configuration to nudge VSCode users to throw away their mouse (mostly)

sd-webui-wandb. Python