mmagic

Generative AI toolkit

A toolkit for building and experimenting with generative AI models for image and video generation, restoration, enhancement, and other tasks.

OpenMMLab Multimodal Advanced, Generative, and Intelligent Creation Toolbox. Unlock the magic 🪄: Generative-AI (AIGC), easy-to-use APIs, awsome model zoo, diffusion models, for text-to-image generation, image/video restoration/enhancement, etc.

GitHub

7k stars
97 watching
1k forks
Language: Jupyter Notebook
last commit: 4 months ago
aigccomputer-visiondeep-learningdiffusiondiffusion-modelsgenerative-adversarial-networkgenerative-aiimage-editingimage-generationimage-processingimage-synthesisinpaintingmattingpytorchsuper-resolutiontext2imagevideo-frame-interpolationvideo-interpolationvideo-super-resolution

Related projects:

Repository Description Stars
open-mmlab/mmgeneration Generative model toolkit for GANs and image generation tasks 1,909
open-mmlab/mmcv Provides a foundational library for computer vision research and training deep learning models with high-quality implementation of common CPU and CUDA ops. 5,906
open-mmlab/mmaction2 A comprehensive video understanding toolbox and benchmark with modular design, supporting various tasks such as action recognition, localization, and retrieval. 4,296
open-mmlab/mmdeploy A toolset for deploying deep learning models on various devices and platforms 2,774
open-mmlab/mmdetection3d An open-source platform for general 3D object detection with support for multiple modalities and datasets. 5,313
open-mmlab/mmdetection An object detection toolbox built on top of PyTorch, providing a modular framework for various tasks such as bounding box detection and instance segmentation. 29,603
open-mmlab/mmpose A comprehensive toolbox for pose estimation tasks in computer vision 5,846
ai-forever/kandinsky-2 A multilingual text2image latent diffusion model with improved aesthetics and controllability 2,766
rbbrdckybk/ai-art-generator Automates large batches of AI-generated artwork locally using GPU acceleration. 634
doubiiu/dynamicrafter This project generates animated videos from open-domain images by leveraging pre-trained video diffusion priors. 2,580
open-mmlab/mmengine Provides a flexible and configurable framework for training deep learning models with PyTorch. 1,179
junyanz/igan Interactive image generation using Generative Adversarial Networks to satisfy user edits in real-time 3,977
magenta/magenta A research project using machine learning to generate music and art with the goal of creating tools for artists and musicians to extend their creative processes. 19,175
nvlabs/stylegan2 Improves upon the state-of-the-art architecture for generating high-quality images using a GAN-based approach 10,991
postech-cvlab/pytorch-studiogan A comprehensive PyTorch library providing implementations of various Generative Adversarial Networks (GANs) for image generation and evaluation. 3,430