Image Inpainting ML Frameworks

Tools and frameworks for filling missing or corrupted regions in images using deep learning techniques. Includes patch-based, generative, and guided inpainting methods for photo restoration, object removal, and content-aware editing. Does NOT include general image restoration, denoising, super-resolution, or background removal without inpainting.

There are 29 image inpainting frameworks tracked. 1 score above 70 (verified tier). The highest-rated is TencentARC/GFPGAN at 70/100 with 37,396 stars and 263,993 monthly downloads.

Get all 29 projects as JSON

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#	Framework	Score	Tier	Stars	Language
1	TencentARC/GFPGAN GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.	70	Verified	37,396	Python
2	MathiasGruber/PConv-Keras Unofficial implementation of "Image Inpainting for Irregular Holes Using...	44	Emerging	909	Jupyter Notebook
3	bamos/dcgan-completion.tensorflow Image Completion with Deep Learning in TensorFlow	44	Emerging	1,322	Python
4	leehomyc/Faster-High-Res-Neural-Inpainting High-Resolution Image Inpainting using Multi-Scale Neural Patch Synthesis	42	Emerging	1,299	Lua
5	yu4u/cutout-random-erasing Cutout / Random Erasing implementation, especially for ImageDataGenerator in Keras	40	Emerging	168	Jupyter Notebook
6	alexandre01/deepsvg [NeurIPS 2020] Official code for the paper "DeepSVG: A Hierarchical...	38	Emerging	1,137	Jupyter Notebook
7	bendangnuksung/Image-OutPainting 🏖 Keras Implementation of Painting outside the box	36	Emerging	1,148	Jupyter Notebook
8	Dapiya/AI-VIS Conditional GAN based model that simulates visible imagery from multiple IR channels	36	Emerging	6	Python
9	microsoft/CoCosNet-v2 CoCosNet v2: Full-Resolution Correspondence Learning for Image Translation	35	Emerging	345	Python
10	spaceml-org/Missing-Pixel-Filler missing-pixel-filler is a python package that, given images that may contain...	32	Emerging	21	Jupyter Notebook
11	Graph-Machine-Learning-Group/grin Official repository for the paper "Filling the G_ap_s: Multivariate Time...	30	Emerging	177	Python
12	mariagonzc/GANFilling Code from the paper Generative Networks for Spatio-Temporal Gap Filling of...	28	Experimental	13	Python
13	davidmilsky/Face-Mask_Inpainting Face-mask Inpainting (unmasking masked face)	24	Experimental	20	Jupyter Notebook
14	sheikhazhanmohammed/CrInGY Cropped Image Enhancement using GANs for YOLO	24	Experimental	4	—
15	literatiselfpunishment625/Depixelization_poc 🖼️ Recover plaintext from pixelized screenshots using this proof of concept,...	23	Experimental	1	Python
16	yuchen071/Normal-map-generator Generate a normal map or displacement map from a photo texture with UNet	22	Experimental	78	Python
17	Whiax/sd-webui-nulienhance An extension for integrating the NUl Image Enhancer (NUlIE) in sd-webui 🖼️	22	Experimental	49	Python
18	Analyzable-FR/patch-based-texture-inpainting Patch-based inpainting Python library	20	Experimental	12	Python
19	talhaabidj/Structure-Guided-Restoration-of-High-Density-Islamic-Geometric-Patterns Deep learning research on restoring damaged Islamic geometric patterns using...	19	Experimental	—	—
20	leonelhs/face-shine Pytorch photo AI enhancer server	19	Experimental	22	Python
21	xR3M/Synthetic-SAR-Image-Generation-for-Oil-Spill-Detection Synthetic-SAR-Image-Generation-for-Oil-Spill-Detection" utilizes synthetic...	19	Experimental	8	Jupyter Notebook
22	Abhinaykotla/EdgeConnect_Plus_Inpainting_with_Edge_and_Color_Guidance EdgeConnect+: Adversarial Inpainting with Edge and Color Guidance A deep...	16	Experimental	2	Jupyter Notebook
23	Vidhi1290/Image-Inpainting 🎨 Restore images flawlessly with our Image Inpainting Showcase! Using...	15	Experimental	2	Jupyter Notebook
24	NWPU-LHH/WFLM-GAN WFLM-GAN：Multiscale Generative Adversarial Network Based on Wavelet Feature...	15	Experimental	7	Python
25	NWPU-LHH/Seg-CycleGAN Seg-CycleGAN: SAR-to-Optical Image Translation Guided by a Downstream Task	15	Experimental	10	Python
26	Anas255-exe/SAR-to-EO-Image-Translation-using-CycleGAN This project translates Sentinel-1 SAR satellite images into Sentinel-2...	13	Experimental	2	Jupyter Notebook
27	Imsanskar/Old-image-restoration-minor Removal of scratch from images using Pix2pix achitecture	13	Experimental	11	Jupyter Notebook
28	ztsrdev/RTL-Inpainting A pipeline focused on the in-painting of text in images. For example the...	12	Experimental	16	Jupyter Notebook
29	stavros-p/image_inpainting_detection An official implementation code for my thesis "Image Inpainting Detection...	11	Experimental	2	Python