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augraphy

Augmentation pipeline for rendering synthetic paper printing, faxing, scanning and copy machine processes

augraphy-demo

A repo to test on augraphy api.

augraphy-doc

augraphy-paper

Work towards a paper introducing Augraphy

braun

Model trains

cogalg

This project is a Computer Vision implementation of general hierarchical pattern discovery principles introduced in README

converted_noisy_office

NoisyOffice image data, but split into train, val and test set.

denoisingshabbypagesdata

Data images from Denoising ShabbyPages Kaggle competition.

fastgan-pytorch

Official implementation of the paper "Towards Faster and Stabilized GAN Training for High-fidelity Few-shot Image Synthesis" in ICLR 2021

image-denoising

mask_a_star_search

A gml language implementation of mask based a* (star) search algorithm.

minimal

Minimal is a Jekyll theme for GitHub Pages

mprnet

[CVPR 2021] Multi-Stage Progressive Image Restoration. SOTA results for Image deblurring, deraining, and denoising.

nafnet

The state-of-the-art image restoration model without nonlinear activation functions.

pdf417decoder

PDF417 Decoder available in Python

pixel_map

Map colour from the input image to different template image with different angles

restormer

[CVPR 2022--Oral] Restormer: Efficient Transformer for High-Resolution Image Restoration. SOTA for motion deblurring, image deraining, denoising (Gaussian/real data), and defocus deblurring.

shabby-pages

Shabby Pages is a state-of-the-art corpus of born-digital document images with both ground truth and distorted versions appropriate for use in training models to reverse distortions and recover to original denoised documents.

shabby_images

Augmented data of shabby images

unet_magnetic_tiles_defects

Blow hole defects segmentation using UNet

vq-vae-2-pytorch

Implementation of Generating Diverse High-Fidelity Images with VQ-VAE-2 in PyTorch