mim
mmdetection3d
| mim | mmdetection3d | |
|---|---|---|
| 1 | 3 | |
| 329 | 4,834 | |
| 1.2% | 2.2% | |
| 5.6 | 7.1 | |
| 5 months ago | 15 days ago | |
| Python | Python | |
| Apache License 2.0 | Apache License 2.0 |
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mim
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MMDeploy: Deploy All the Algorithms of OpenMMLab
MIM: MIM installs OpenMMLab packages.
mmdetection3d
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What's the best model to get monocular 3d angle info
There are bunch of methods in this codebase, check it out. https://github.com/open-mmlab/mmdetection3d
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MMDeploy: Deploy All the Algorithms of OpenMMLab
MMDetection3D: OpenMMLab's next-generation platform for general 3D object detection.
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Master thesis on autonomous vehicles (cybersecurity aspect)
You create and test the attacks on datasets like Kitti, NuScenes, and many others. Basically you try to manipulate the input to a certain detection pipeline for example (You can find a lot of LiDAR and camera based detection pipelines here: https://github.com/open-mmlab/mmdetection3d and here https://github.com/open-mmlab/mmdetection). You try to manipulate the input so that it deceives the car to do what you need without having control to the car itself.
What are some alternatives?
mmgeneration - MMGeneration is a powerful toolkit for generative models, based on PyTorch and MMCV.
mmdetection - OpenMMLab Detection Toolbox and Benchmark
mmhuman3d - OpenMMLab 3D Human Parametric Model Toolbox and Benchmark
yolov5 - YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
mmpretrain - OpenMMLab Pre-training Toolbox and Benchmark
medicaldetectiontoolkit - The Medical Detection Toolkit contains 2D + 3D implementations of prevalent object detectors such as Mask R-CNN, Retina Net, Retina U-Net, as well as a training and inference framework focused on dealing with medical images.
mmcv - OpenMMLab Computer Vision Foundation
3d-multi-resolution-rcnn - Official PyTorch implementaiton of the paper "3D Instance Segmentation Framework for Cerebral Microbleeds using 3D Multi-Resolution R-CNN."
ncnn - ncnn is a high-performance neural network inference framework optimized for the mobile platform
yolov3 - YOLOv3 in PyTorch > ONNX > CoreML > TFLite
mmfewshot - OpenMMLab FewShot Learning Toolbox and Benchmark
autogluon - Fast and Accurate ML in 3 Lines of Code