Imagem
Insightface
State-of-the-art 2D and 3D Face Analysis Project
★ 29,9 mil estrelasCustom (check repo)
Ver o guia →CodeFormer é um projeto de imagem de código aberto de sczhou (sczhou/CodeFormer no GitHub). Tem 18.171 estrelas no GitHub e 3.725 forks, é publicado sob a licença Custom (check repo) e foi atualizado pela última vez no GitHub em 18 de novembro de 2025.
[NeurIPS 2022] Towards Robust Blind Face Restoration with Codebook Lookup Transformer
Generation studio, upscaler, background remover, or photo library — match the tool to the task.
Desktop apps, Docker images, and portable builds cover most platforms; pick the simplest for your OS.
Generation tools need checkpoint files; utilities like upscalers usually bundle everything.
Generate, enhance, or import — then export, share, or keep building your library.
The defining trait of this whole category: professional results without monthly fees.
Your images stay on your machine — important for client work and privacy.
Bring any compatible open checkpoint; you are never locked to one vendor's style.
Single-job tools (upscale, de-background, restore) that do one thing excellently.
Self-hosted managers with AI tagging, face recognition, and deduplication.
Extensions, scripts, and community presets extend the popular studios far beyond stock.
Download the source and move into the project folder.
git clone https://github.com/sczhou/CodeFormer.git
cd CodeFormerIsolate dependencies so nothing clashes with your other projects.
python -m venv .venv
source .venv/bin/activate # Windows: .venv\Scripts\activateInstall the requirements, then follow the README's launch command (it varies per project).
pip install -r requirements.txtBlind face restoration is a specialised corner of image-to-image translation, the field opened up by the original pix2pix and CycleGAN implementation — the codebase a generation of translation and restoration projects learned from.
For generation: a polished studio interface. For enhancement: a dedicated upscaler. For libraries: a photo manager. The guides above narrow it down.
Generation benefits hugely from one; upscalers and photo managers are far lighter.
It is an open-source project at sczhou/CodeFormer with 3,725 forks. Check the repo's contributors and recent commits to see how active maintenance is.
Mostly yes under MIT/Apache/GPL — but verify each license, especially for client deliverables.
With the right open checkpoints, absolutely — the interface matters less than the model you load.
Community hubs like CivitAI and Hugging Face host thousands of open checkpoints.
State-of-the-art 2D and 3D Face Analysis Project
Stable Diffusion web UI
Focus on prompting and generating
Real-ESRGAN — practical blind super-resolution for real-world photos and video: restores and upscales degraded images with models trained on pure synthetic data, BSD-3-Clause
MMagic — OpenMMLab's generative-AI toolbox: diffusion, text-to-image, restoration and a model zoo.
Visual diagnostics for LoRA training — spot overfitting with face biometrics
Os outros projetos de Imagem com mais estrelas no catálogo do LibreAI — a lista realista de alternativas se CodeFormer não for o ideal para você.
Stable Diffusion web UI
The node-graph powerhouse for precise, professional AI image and video generation.
High performance self-hosted photo and video management solution
PhotoCraft — a clean-room Photoshop reimplementation in pure Rust: layers, masks, adjustment layers, type, vectors, brushes and real PSD files, offline, MIT / Apache-2.0
Focus on prompting and generating
Projetos de Imagem próximos no catálogo, os mais próximos em estrelas de CodeFormer: continue explorando dos dois lados dele.
SAM 2 — Meta's Segment Anything Model 2: promptable segmentation for images and video, Apache-2.0
Stable Diffusion with Core ML on Apple Silicon
How Python does AI. Agents, realtime voice, image generation, embeddings. Every model, every interface, typed end to end.
DeepSeek's Janus series - unified multimodal models that both understand and generate images
Rembg is a tool to remove images background
stable diffusion webui colab
Grátis e aberto: pegue o código-fonte, dê uma estrela no repositório e comece a criar.