pushbroomsweep

neural-chessboard

♔ An Extremely Efficient Chess-board Detection for Non-trivial Photos ♔

dtreeviz

A python library for decision tree visualization and model interpretation.

website-explained.ai

The website content for explained.ai

Free-DevOps-Books-1

A curated collection of free DevOps related eBooks

DSGAN

Implementation of Diversity-Sensitive Conditional Generative Adversarial Networks (ICLR 2019)

AugGAN-Cross-Domain-Adaptation-with-GAN-based-DataAugmentation

Advanced data augmentation with Generative Adversarial Networks for vehicle detection

sgan

Code for "Social GAN: Socially Acceptable Trajectories with Generative Adversarial Networks", Gupta et al, CVPR 2018

Multi-Agent-Diverse-Generative-Adversarial-Networks

Easy-to-follow Pytorch tutorial Notebook for Multi-Agent-Diverse-Generative-Adversarial-Networks

tensorflow_chessbot

Predict chessboard FEN layouts from images using TensorFlow

chessboard-recognizer

Uses neural networks to extract chess positions from images

Deep-Reinforcement-Learning-Algorithms-with-PyTorch

PyTorch implementations of deep reinforcement learning algorithms and environments

Hindsight-Experience-Replay---Bit-Flipping

Simple bit flipping with sparse rewards using HER, similarly to the original paper

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

pytorch-CycleGAN-and-pix2pix

Image-to-Image Translation in PyTorch

mnist-svhn-transfer

PyTorch Implementation of CycleGAN and SSGAN for Domain Transfer (Minimal)

Cycle-Dehaze

[CVPR 2018 NTIRE Workshop] Cycle-Dehaze: Enhanced CycleGAN for Single Image Dehazing

LECARM

BIMEF

Code and data for the research paper "A Bio-Inspired Multi-Exposure Fusion Framework for Low-light Image Enhancement" (Submitted to IEEE Transactions on Cybernetics)

Retinex

Python implementation of multi scale retinex with color restoration

Learning-to-See-in-the-Dark

Learning to See in the Dark. CVPR 2018

Exclusively-Dark-Image-Dataset

Exclusively Dark (ExDARK) dataset which to the best of our knowledge, is the largest collection of low-light images taken in very low-light environments to twilight (i.e 10 different conditions) to-date with image class and object level annotations.

Neural-IMage-Assessment

A PyTorch Implementation of Neural IMage Assessment

nima.pytorch

NIMA: Neural IMage Assessment

imgaug

Image augmentation for machine learning experiments.

pytorch-msssim

PyTorch differentiable Multi-Scale Structural Similarity (MS-SSIM) loss

pytorch-ssim

pytorch structural similarity (SSIM) loss

DnCNN-PyTorch

PyTorch implementation of the TIP2017 paper "Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising"

grosse2009-intrinsic-images

Code from the MIT Intrinsic Images Dataset [1]; Including command line tool for Retinex algorithm.

pytorch-nptransforms

Pytorch transforms based on numpy arrays instead of PIL Image

pytorch-cnn-visualizations

Pytorch implementation of convolutional neural network visualization techniques