Kok Wei's repositories
unet_magnetic_tiles_defects
Blow hole defects segmentation using UNet
mask_a_star_search
A gml language implementation of mask based a* (star) search algorithm.
augraphy
Augmentation pipeline for rendering synthetic paper printing, faxing, scanning and copy machine processes
augraphy-demo
A repo to test on augraphy api.
augraphy-paper
Work towards a paper introducing Augraphy
braun
Model trains
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
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
vq-vae-2-pytorch
Implementation of Generating Diverse High-Fidelity Images with VQ-VAE-2 in PyTorch