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OpenMMLab: computer vision research made easier and fun, with 100+ algorithms and 600+ pre-trained models readily available!

A great dataset that connects vision to multiple aspects of places, e.g. culture, function, architectural style, and the socioeconomic status.

Full Stack Deep Learning, a great course for those who want to understand how DL works in the real world.

The FIRST comprehensive image and video editing toolbox on PyTorch! We released MMEditing, which supports multiple low-level vision tasks with a unified architecture, including inpainting, matting, super resolution and generation. github.com/open-mmlab/mme…

MMDetection v2.5.0 has been released! - New methods: YOLACT, CentripetalNet. - Add more documentations for easier and more clear usage. - Refactors on datasets and dense heads to simplify the codebase. github.com/open-mmlab/mmd…

In the nuScenes detection challenge of 5th AI Driving Olympics, #NeurIPS, MMDetection3D Wenwei Zhang Tai Wang Kai Chen Dahua Lin Chen Change Loy obtains: - best PKL award and 3rd place by multi-modality entry - best vision-only results Code and models will be in github.com/open-mmlab/mmd…

Excited to announce a new member of OpenMMLab: MMTracking! It is a video perception toolbox based on PyTorch that supports multiple tasks in a unified framework: - Video Object Detection - Single Object Tracking - Multiple Object Tracking Try it at github.com/open-mmlab/mmt…

💥MMDetection comes to Paper with Code! Explore 370 object detection & instance segmentation models by OpenMMLab: ⚖️ Compare speed vs performance. 📄 Linked papers and methods for each model. 👻 ...and much more! Browse here: paperswithcode.com/lib/mmdetection

Interested in generative models? MMGeneration is just released! It is a powerful toolkit for generative models, based on PyTorch. Compelling Features in MMGeneration: - High performance - Dynamic training schedule in GANs - Modular and flexible design github.com/open-mmlab/mmg…

Wanna make your personalized T2I (\eg, LoRA) move? Try our AnimateDiff which animates multiple models once for all without specific tuning. Page: animatediff.github.io

InternLM-7B is open sourced and free for commercial use! InternLM-7B is among the best LLMs at 7B scale, and tops a wide range of benchmarks. We also released an LLM toolchain for data, pretraining, finetuning, deployment and evaluation. Have a try at github.com/InternLM

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