mahmoudnafifi

Python

All Algorithms implemented in Python

mlx

MLX: An array framework for Apple silicon

imagen-pytorch

Implementation of Imagen, Google's Text-to-Image Neural Network, in Pytorch

Dreambooth-Stable-Diffusion

Implementation of Dreambooth (https://arxiv.org/abs/2208.12242) with Stable Diffusion

mixbox

Mixbox is a library for natural color mixing based on real pigments.

ml-fastvit

This repository contains the official implementation of the research paper, "FastViT: A Fast Hybrid Vision Transformer using Structural Reparameterization" ICCV 2023

VMamba

VMamba: Visual State Space Models，code is based on mamba

DDNM

[ICLR 2023 Oral] Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model

RANSAC-Flow

(ECCV 2020) RANSAC-Flow: generic two-stage image alignment

DeepHomography

Content-Aware Unsupervised Deep Homography Estimation

DLTA-AI

Data Labeling, Tracking and Annotation with AI

logit-standardization-KD

[CVPR 2024 Highlight] Logit Standardization in Knowledge Distillation

colour-checker-detection

Colour checker detection with Python

AdaAttN

Officially unofficial PyTorch re-implementation of paper: AdaAttN: Revisit Attention Mechanism in Arbitrary Neural Style Transfer, ICCV 2021.

DANet

Dual Adversarial Network: Toward Real-world Noise Removal and Noise Generation (ECCV 2020) (Pytorch)

DIST_KD

Official implementation of paper "Knowledge Distillation from A Stronger Teacher", NeurIPS 2022

isetcam

Open source version of the original ISET, a complement to ISETBIO

uvcgan2

UVCGAN v2: An Improved Cycle-Consistent GAN for Unpaired Image-to-Image Translation

OFAKD

PyTorch code and checkpoints release for OFA-KD: https://arxiv.org/abs/2310.19444

noise_est_ICCV2015

An Efficient Statistical Method for Image Noise Level Estimation, ICCV 2015, Python

Noise-Level-Estimation

Single-Image Noise Level Estimation for Blind Denoising

Single-perspective-warps

Our code for the paper "Single-Perspective Warps in Natural Image Stitching"

homography-from-sift-features

Spectral-sensitivity-estimation

Code accompanying the paper "Spectral Sensitivity Estimation Without a Camera" by Solomatov & Akkaynak (ICCP 2023)

CDNet

Measuring Perceptual Color Differences of Smartphone Photographs

CD-Flow

SWBNet

Code of "SWBNet: A Stable White Balance Network for sRGB Images"

SCIELAB-1996

Initial S-CIELAB Implementation (Zhang and Wandell)

TLCC

Official codes for 'Transfer Learning for Color Constancy via Statistic Perspective'

iFAS

image fidelity assessment software