mmdetection3d
3D detector
An open-source platform for general 3D object detection with support for multiple modalities and datasets.
OpenMMLab's next-generation platform for general 3D object detection.
5k stars
61 watching
2k forks
Language: Python
last commit: 5 months ago
Linked from 2 awesome lists
3d-object-detectionobject-detectionpoint-cloudpytorch
bharathgs/awesome-pytorch-list
ly0n/awesome-robotic-toolingRelated projects:
| Repository | Description | Stars |
|---|---|---|
| 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. | 29,703 |
| 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. | 5,919 |
| open-mmlab/mmpose | A comprehensive toolbox for pose estimation tasks in computer vision | 5,911 |
| open-mmlab/openpcdet | A toolbox for LiDAR-based 3D object detection with various detectors and backbones | 4,726 |
| open-mmlab/mmaction2 | A comprehensive video understanding toolbox and benchmark with modular design, supporting various tasks such as action recognition, localization, and retrieval. | 4,315 |
| open-mmlab/mmdeploy | A toolset for deploying deep learning models on various devices and platforms | 2,783 |
| open-mmlab/mmsegmentation | An open source toolbox for semantic segmentation in images and medical images. | 8,353 |
| open-mmlab/mmagic | A toolkit for building and experimenting with generative AI models for image and video generation, restoration, enhancement, and other tasks. | 6,963 |
 isl-org/open3d | A C++ library for rapid development of software that processes 3D data | 11,560 |
 openmv/openmv | A platform for machine vision development with programmable cameras and extensive image processing capabilities | 2,441 |
| open-mmlab/mmengine | Provides a flexible and configurable framework for training deep learning models with PyTorch. | 1,184 |
| open-mmlab/mmhuman3d | Provides a modular framework and tools for working with 3D human parametric models in computer vision and graphics | 1,251 |
 openm3d/m3dbench | An open-source software project providing a comprehensive 3D instruction-following dataset with multi-modal prompts for training large language models. | 57 |
 maudzung/sfa3d | A deep learning framework for fast and accurate 3D object detection from LiDAR point clouds | 1,038 |
 v2ai/det3d | A general-purpose 3D object detection codebase that supports multiple algorithms and datasets | 1,504 |