soumik12345/restorers

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Python
Created about 2 years ago
Updated almost 2 years ago

soumik12345/restorers

soumik12345

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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.

MIRNet

Tensorflow implementation of MIRNet for Low-light image enhancement

Jupyter Notebook

Zero-DCE

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

Jupyter Notebook

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

Automatic-Number-Plate-Recognition

Automatic Car License/Number Plate recognition System

Jupyter Notebook

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.

Jupyter Notebook

Pix2Pix

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

Jupyter Notebook

DDPG

Pytorch implementation of the Deep Deterministic Policy Gradients for Continuous Control

Jupyter Notebook

wandb-addons

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

colorization-using-optimization

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

Radium

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

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

Vision-Transformer

Tensorflow 2.x implementation of Vision-Transformer model

clip-lightning

multi-label-text-classification

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

Jupyter Notebook

tf2_gans

Implementations of GANs in Tensorflow 2.x

Jupyter Notebook

Image-Depth-Prediction

Jupyter Notebook

Adventures-with-GANS

Showcasing various fun adventures with GANs

Jupyter Notebook

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

Jupyter Notebook

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.

AnimeGAN

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

Jupyter Notebook

Enet

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

Jupyter Notebook

GradCam

Tensorflow 2.2.0 implementation of GradCam

Jupyter Notebook

Hemm

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

AODNet

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

Jupyter Notebook

felzenszwalb_segmentation

Python implementation of Efficient Graph-Based Image Segmentation

Jupyter Notebook

Deepwrex-Text-Detection-Network

Jupyter Notebook

ClassicaLSTM

An LSTM model for generation of Classical Music

Jupyter Notebook

libtorch-examples

Basic Deep Learning examples using LibTorch C++ frontend

Neural-Style-Transfer

Tensorflow Implementation of Neural Style Transfer

Jupyter Notebook

Neural-Machine-Translation

Tensorflow 2.0 implementation of Neural Machine Translation using Transformer Model

Jupyter Notebook

Dataset-Scripts

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

Jupyter Notebook

Transformer

Tensorflow implementation of Transformer

Jupyter Notebook

Enet-Tensorflow

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

SRGAN-Tensorflow

Tensorflow 2.0 implementation of Super Resolution GAN

Jupyter Notebook

Detectron-Notebooks

Jupyter Notebook

FCN

Deep Fully Convolutional Networks in Tensorflow

Jupyter Notebook

Brain-MRI-Segmentation

Jupyter Notebook

Movie-Recommender

A Movie Recommendation System using Restricted Boltzmann Machine implemented in Tensorflow

Jupyter Notebook

GPT

A minimal implementation of Generative Pre-Training or GPT

Jupyter Notebook

Eye-Detector

A CNN Based Real Time Eye Detection System

Jupyter Notebook

deep-learning-studio

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

Wandb-Status-Report-Template

A template project for a W&B Status and Analysis Report in the Autonomous Vehicle Domain

Jupyter Notebook

Autoencoders

Implementations of various Autoencoder architectures and applications in Tensorflow

Jupyter Notebook

Relativistic-GAN

Pytorch Implementation of Relativistic GAN

image-restoration-primer

Jupyter Notebook

self-attention-gan

CSRNet

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

geekyrakshit-blog

Jupyter Notebook

SRGAN

Tensorflow 2.0 implementation of SRGAN

Jupyter Notebook

Generative-Adversarial-Networks

Implementations of various architectures and implementations of Generative Adversarial Networks

Jupyter Notebook

Real-Time-Style-Transfer

Jupyter Notebook

transformer.pytorch

Pytorch implementation of Transformer

Jupyter Notebook

transformer-ocr

Tensorflow 2.x implementation of Transformer OCR

Manga-Scraper

A simple tool to download Manga and create Chapter-wise PDFs easier to read

Several-Days-of-Cuda

Jupyter Notebook

3DGAN

Generating 3D objects using Generative Adversarial Networks

Compiler-Design-Lab

Compiler Design Lab

ml-framework-bot

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

pytorch-save-load

Koderunners-Interpreter

Koderunners InterPreter

enhance-me

hydranet-inference

Jupyter Notebook

Fast-SCNN

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

Hand-Tracker

sd-webui-wandb

German-Notes

German Language Lessons and Notes

VantaBlack

Mouse-Vision

implicit_geometric_representations

hf-jax-controlnet

PGGAN

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

Shakespeare-and-Monkey

The modelling of the Infinite Monkey or Shakespearean Monkey problem in Java

CycleGAN

DenseDepth

jax-series

Jupyter Notebook

Recursive-Descent-Expression-Compiler

Recursive Descent Expression Compiler

DeepLab-V3

Implementation of DeepLab V3 in Tensorflow

centernet

soumik12345

Advanced-Programming-Lab

Advanced Programming lab

functorch-examples

Jupyter Notebook

BrainFuck-Interpreter

BrainFuck interpreter implementation in java

flax-vision-models

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

ESNet

Tensorflow Implementation of ESNet (https://arxiv.org/pdf/1906.09826v1.pdf)

Repeater-V2