rashikamishra

system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

learnopencv

Learn OpenCV : C++ and Python Examples

stylegan

StyleGAN - Official TensorFlow Implementation

machine-learning-systems-design

A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems"

benchmark_VAE

Unifying Variational Autoencoder (VAE) implementations in Pytorch (NeurIPS 2022)

variational-autoencoder

Variational autoencoder implemented in tensorflow and pytorch (including inverse autoregressive flow)

MIRNet

[ECCV 2020] Learning Enriched Features for Real Image Restoration and Enhancement. SOTA results for image denoising, super-resolution, and image enhancement.

medpy

Medical image processing in Python

DeepUPE

Underexposed Photo Enhancement Using Deep Illumination Estimation

pacnet

Pixel-Adaptive Convolutional Neural Networks (CVPR '19)

DLFS_code

Code for the book Deep Learning From Scratch, from O'Reilly September 2019

Low-light-Image-Enhancement

Python implementation of two low-light image enhancement techniques via illumination map estimation

awesome-image-alignment-and-stitching

A curated list of awesome resources for image alignment and stitching ...

Forge

A Generic Low-Code Framework Built on a Config-Driven Tree Walker

MBLLEN

Code for “MBLLEN: Low-light Image/Video Enhancement Using CNNs”, BMVC 2018.

OpenCL-examples

Simple OpenCL examples for exploiting GPU computing

LIME

Implementation of the paper, "LIME: Low-Light Image Enhancement via Illumination Map Estimation", which is for my graduation thesis.

iagcwd

An improved contrast enhancement method for image. :camera:

image_brighten_ros

ROS node implementing low light image enhancement.

deepstab

Real-time Video Object Stabilization tool by using Deep Learning

BilateralGrid

DA-DRN

[DSP 2023] "DA-DRN: A Degradation-Aware Deep Retinex Network for Low-Light Image Enhancement"

clij-opencl-kernels

entropic_image_contrast_measure

A novel measure of contrast in image based on entropy distribution of pixel color values. Very effective in measuring even subtle changes in exposure level of the same scene.

histogram-of-oriented-gradients-gpu

Histogram of oriented gradients (HOG) on GPU

Histogram-Learning-in-Image-Contrast-Enhancement

recognition

VAE-MNIST-tensorflow2

TensorFlow2 Implementation for VAE for generating MNIST

multithreshold-otsu-method

Two-Stage Multithreshold Otsu method.

Collager

A python script to generate a collage out of image files (PNG).