OpenMMLab

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53 repositories

mmengine
Public
OpenMMLab Foundational Library for Training Deep Learning Models
machine-learning ai computer-vision python deep-learning pytorch
Python
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Apache License 2.0
•356•1.2k•151•68•Updated Nov 5, 2024Nov 5, 2024
mmcv
Public
OpenMMLab Computer Vision Foundation
Python
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Apache License 2.0
•1.6k•5.9k•293•110•Updated Nov 4, 2024Nov 4, 2024
labelbee
Public
LabelBee is an annotation Library
javascript frontend annotation
TypeScript
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Apache License 2.0
•60•251•4•5•Updated Nov 1, 2024Nov 1, 2024
mmpretrain
Public
OpenMMLab Pre-training Toolbox and Benchmark
deep-learning pytorch image-classification resnet pretrained-models clip mae mobilenet moco multimodal
Python
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Apache License 2.0
•1.1k•3.4k•195•68•Updated Nov 1, 2024Nov 1, 2024
Amphion
Public
Amphion (/æmˈfaɪən/) is a toolkit for Audio, Music, and Speech Generation. Its purpose is to support reproducible research and help junior researchers and engineers get started in the field of audio, music, and speech generation research and development.
text-to-speech audit speech-synthesis audio-synthesis music-generation voice-conversion vocoder emilia text-to-audio fastspeech2
Jupyter Notebook
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MIT License
•539•7.3k•57•18•Updated Nov 1, 2024Nov 1, 2024
mmhuman3d
Public
OpenMMLab 3D Human Parametric Model Toolbox and Benchmark
Python
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Apache License 2.0
•136•1.2k•112•20•Updated Oct 28, 2024Oct 28, 2024
mmdeploy
Public
OpenMMLab Model Deployment Framework
sdk deployment tensorrt ncnn onnx model-converter openvino mmdetection onnxruntime mmsegmentation
Python
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Apache License 2.0
•634•2.8k•352•35•Updated Sep 30, 2024Sep 30, 2024
mmrotate
Public
OpenMMLab Rotated Object Detection Toolbox and Benchmark
detection pytorch openmmlab rotated-object
Python
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Apache License 2.0
•556•1.9k•249•35•Updated Sep 28, 2024Sep 28, 2024
StyleShot
Public
StyleShot: A SnapShot on Any Style. 一款可以迁移任意风格到任意内容的模型，无需针对图片微调，即能生成高质量的个性风格化图片!
style-transfer text-to-image controllable-generation
Python
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MIT License
•16•258•15•1•Updated Sep 9, 2024Sep 9, 2024
PowerPaint
Public
[ECCV 2024] PowerPaint, a versatile image inpainting model that supports text-guided object inpainting, object removal, image outpainting and shape-guided object inpainting with only a single model. 一个高质量多功能的图像修补模型，可以同时支持插入物体、移除物体、图像扩展、形状可控的物体生成，只需要一个模型
image-editing generation image-inpainting aigc stable-diffusion
Python
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MIT License
•41•640•19•0•Updated Sep 8, 2024Sep 8, 2024
mmdetection
Public
OpenMMLab Detection Toolbox and Benchmark
pytorch fast-rcnn transformer yolo ssd faster-rcnn object-detection glip instance-segmentation mask-rcnn
Python
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Apache License 2.0
•9.5k•30k•1.6k•175•Updated Aug 21, 2024Aug 21, 2024
mmaction2
Public
OpenMMLab's Next Generation Video Understanding Toolbox and Benchmark
benchmark ava x3d action-recognition video-understanding video-classification tsm non-local i3d tsn
Python
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Apache License 2.0
•1.2k•4.3k•271•29•Updated Aug 14, 2024Aug 14, 2024
mmsegmentation
Public
OpenMMLab Semantic Segmentation Toolbox and Benchmark.
pytorch transformer image-segmentation semantic-segmentation vessel-segmentation pspnet medical-image-segmentation deeplabv3 retinal-vessel-segmentation realtime-segmentation
Python
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Apache License 2.0
•2.6k•8.2k•735•92•Updated Aug 13, 2024Aug 13, 2024
OpenPCDet
Public
OpenPCDet Toolbox for LiDAR-based 3D Object Detection.
pytorch object-detection autonomous-driving pv-rcnn point-cloud 3d-detection
Python
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Apache License 2.0
•1.3k•4.7k•14•29•Updated Aug 8, 2024Aug 8, 2024
mmpose
Public
OpenMMLab Pose Estimation Toolbox and Benchmark.
benchmark udp pytorch cpm pose-estimation hourglass hand-pose-estimation mpii human-pose animal-pose-estimation
Python
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Apache License 2.0
•1.2k•5.8k•224•27•Updated Aug 7, 2024Aug 7, 2024
mmagic
Public
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.
computer-vision image-processing image-editing generative-adversarial-network image-generation super-resolution diffusion inpainting matting image-synthesis
Jupyter Notebook
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Apache License 2.0
•1.1k•6.9k•59•7•Updated Aug 6, 2024Aug 6, 2024
PIA
Public
[CVPR 2024] PIA, your Personalized Image Animator. Animate your images by text prompt, combing with Dreambooth, achieving stunning videos. PIA，你的个性化图像动画生成器，利用文本提示将图像变为奇妙的动画
animation image-to-video diffusion-models aigc stable-diffusion personalized-generation image-to-video-generation
Python
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Apache License 2.0
•74•905•7•0•Updated Aug 5, 2024Aug 5, 2024
FoleyCrafter
Public
FoleyCrafter: Bring Silent Videos to Life with Lifelike and Synchronized Sounds. AI拟音大师，给你的无声视频添加生动而且同步的音效 😝
audio-processing video-to-audio diffusion-models aigc foley-sound-synthesis
Python
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Apache License 2.0
•39•452•16•2•Updated Jul 26, 2024Jul 26, 2024
Live2Diff
Public
Live2Diff: A Pipeline that processes Live video streams by a uni-directional video Diffusion model.
video-to-video-translation diffusion-models aigc stable-diffusion video-to-video personalized-generation
Python
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Apache License 2.0
•10•165•2•0•Updated Jul 22, 2024Jul 22, 2024
mmocr
Public
OpenMMLab Text Detection, Recognition and Understanding Toolbox
ocr text-recognition pan text-detection sar maskrcnn crnn dbnet psenet panet
Python
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Apache License 2.0
•749•4.3k•158•34•Updated Jul 15, 2024Jul 15, 2024
mmyolo
Public
OpenMMLab YOLO series toolbox and benchmark. Implemented RTMDet, RTMDet-Rotated,YOLOv5, YOLOv6, YOLOv7, YOLOv8,YOLOX, PPYOLOE, etc.
yolo yolov5 yolox yolov6 yolov7 ppyoloe rotated-object-detection yolov8 rtmdet deep-learning
Python
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GNU General Public License v3.0
•539•3k•196•30•Updated Jul 14, 2024Jul 14, 2024
mmdetection3d
Public
OpenMMLab's next-generation platform for general 3D object detection.
point-cloud object-detection 3d-object-detection pytorch
Python
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Apache License 2.0
•1.5k•5.3k•522•70•Updated Jul 10, 2024Jul 10, 2024
AnyControl
Public
[ECCV 2024] AnyControl, a multi-control image synthesis model that supports any combination of user provided control signals. 一个支持用户自由输入控制信号的图像生成模型，能够根据多种控制生成自然和谐的结果！
text-to-image controllable-generation multi-control
Python
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MIT License
•3•108•3•0•Updated Jul 5, 2024Jul 5, 2024
OpenMMLabCourse
Public
OpenMMLab course index and stuff
computer-vision tutorials
Jupyter Notebook
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Other
•127•1k•2•1•Updated Jun 28, 2024Jun 28, 2024
mmrazor
Public
OpenMMLab Model Compression Toolbox and Benchmark.
detection pytorch classification segmentation pruning darts quantization nas knowledge-distillation spos
Python
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Apache License 2.0
•228•1.5k•141•25•Updated Jun 11, 2024Jun 11, 2024
mmflow
Public
OpenMMLab optical flow toolbox and benchmark
pytorch optical-flow openmmlab
Python
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Apache License 2.0
•116•963•24•15•Updated Jun 7, 2024Jun 7, 2024
mmfashion
Public
Open-source toolbox for visual fashion analysis based on PyTorch
deep-learning landmark-detection attribute-prediction fashion-ai visual-fashion-analysis clothes-retrieval
Python
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Apache License 2.0
•285•1.3k•81•7•Updated May 10, 2024May 10, 2024
labelbee-client
Public
Out-of-the-box Annotation Toolbox
annotation-tool
JavaScript
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Apache License 2.0
•51•383•11•3•Updated Apr 19, 2024Apr 19, 2024
playground
Public
A central hub for gathering and showcasing amazing projects that extend OpenMMLab with SAM and other exciting features.
sam mmdetection openmmlab mmpose mmocr mmrotate
Python
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Apache License 2.0
•124•1.1k•70•7•Updated Mar 29, 2024Mar 29, 2024
mmeval
Public
A unified evaluation library for multiple machine learning libraries
tensorflow python machine-learning metrics pytorch
Python
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Apache License 2.0
•49•255•3•15•Updated Mar 29, 2024Mar 29, 2024