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 24 image inpainting frameworks tracked. 3 score above 50 (established tier). The highest-rated is TencentARC/GFPGAN at 60/100 with 37,396 stars.

Get all 24 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=ml-frameworks&subcategory=image-inpainting&limit=20"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

#	Framework	Score	Tier	Stars	Language
1	TencentARC/GFPGAN GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.	60	Established	37,396	Python
2	bamos/dcgan-completion.tensorflow Image Completion with Deep Learning in TensorFlow	51	Established	1,322	Python
3	MathiasGruber/PConv-Keras Unofficial implementation of "Image Inpainting for Irregular Holes Using...	51	Established	909	Jupyter Notebook
4	leehomyc/Faster-High-Res-Neural-Inpainting High-Resolution Image Inpainting using Multi-Scale Neural Patch Synthesis	49	Emerging	1,299	Lua
5	yu4u/cutout-random-erasing Cutout / Random Erasing implementation, especially for ImageDataGenerator in Keras	47	Emerging	168	Jupyter Notebook
6	alexandre01/deepsvg [NeurIPS 2020] Official code for the paper "DeepSVG: A Hierarchical...	45	Emerging	1,137	Jupyter Notebook
7	bendangnuksung/Image-OutPainting 🏖 Keras Implementation of Painting outside the box	43	Emerging	1,148	Jupyter Notebook
8	microsoft/CoCosNet-v2 CoCosNet v2: Full-Resolution Correspondence Learning for Image Translation	42	Emerging	345	Python
9	spaceml-org/Missing-Pixel-Filler missing-pixel-filler is a python package that, given images that may contain...	39	Emerging	21	Jupyter Notebook
10	Graph-Machine-Learning-Group/grin Official repository for the paper "Filling the G_ap_s: Multivariate Time...	37	Emerging	177	Python
11	mariagonzc/GANFilling Code from the paper Generative Networks for Spatio-Temporal Gap Filling of...	35	Emerging	13	Python
12	davidmilsky/Face-Mask_Inpainting Face-mask Inpainting (unmasking masked face)	31	Emerging	20	Jupyter Notebook
13	sheikhazhanmohammed/CrInGY Cropped Image Enhancement using GANs for YOLO	31	Emerging	4	—
14	Whiax/sd-webui-nulienhance An extension for integrating the NUl Image Enhancer (NUlIE) in sd-webui 🖼️	29	Experimental	49	Python
15	yuchen071/Normal-map-generator Generate a normal map or displacement map from a photo texture with UNet	29	Experimental	78	Python
16	Analyzable-FR/patch-based-texture-inpainting Patch-based inpainting Python library	27	Experimental	12	Python
17	leonelhs/face-shine Pytorch photo AI enhancer server	26	Experimental	22	Python
18	Vidhi1290/Image-Inpainting 🎨 Restore images flawlessly with our Image Inpainting Showcase! Using...	22	Experimental	2	Jupyter Notebook
19	talhaabidj/Structure-Guided-Restoration-of-High-Density-Islamic-Geometric-Patterns Deep learning research on restoring damaged Islamic geometric patterns using...	21	Experimental	—	—
20	NWPU-LHH/Seg-CycleGAN Seg-CycleGAN: SAR-to-Optical Image Translation Guided by a Downstream Task	20	Experimental	10	Python
21	Imsanskar/Old-image-restoration-minor Removal of scratch from images using Pix2pix achitecture	20	Experimental	11	Jupyter Notebook
22	ztsrdev/RTL-Inpainting A pipeline focused on the in-painting of text in images. For example the...	19	Experimental	16	Jupyter Notebook
23	stavros-p/image_inpainting_detection An official implementation code for my thesis "Image Inpainting Detection...	18	Experimental	2	Python
24	Molten-Ice/de-identification De-identifying group images by performing image obfuscation, and generative...	11	Experimental	3	Jupyter Notebook