mmdetection3d
mmrotate
mmdetection3d | mmrotate | |
---|---|---|
3 | 4 | |
4,815 | 1,731 | |
2.2% | 2.5% | |
7.1 | 2.5 | |
13 days ago | about 2 months ago | |
Python | Python | |
Apache License 2.0 | Apache License 2.0 |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
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.
mmrotate
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This Artificial Intelligence (AI) Paper Proposes a Novel Differentiable Angle Coder Named Phase Shifting Coder (PSC) to Accurately Predict the Orientation of Objects
Quick Read: https://www.marktechpost.com/2022/11/22/this-artificial-intelligence-ai-paper-proposes-a-novel-differentiable-angle-coder-named-phase-shifting-coder-psc-to-accurately-predict-the-orientation-of-objects/ Paper: https://arxiv.org/pdf/2211.06368v1.pdf Code: https://github.com/open-mmlab/mmrotate
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MMDeploy: Deploy All the Algorithms of OpenMMLab
MMRotate: OpenMMLab rotated object detection toolbox and benchmark.
- MMRotate – Rotated Object Detection
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MMRotate: A step forward for MMDetection!
MMRotate GitHub
What are some alternatives?
mmdetection - OpenMMLab Detection Toolbox and Benchmark
a-PyTorch-Tutorial-to-Object-Detection - SSD: Single Shot MultiBox Detector | a PyTorch Tutorial to Object Detection
yolov5 - YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
CRAFT-pytorch - Official implementation of Character Region Awareness for Text Detection (CRAFT)
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.
mmaction2 - OpenMMLab's Next Generation Video Understanding Toolbox and Benchmark
3d-multi-resolution-rcnn - Official PyTorch implementaiton of the paper "3D Instance Segmentation Framework for Cerebral Microbleeds using 3D Multi-Resolution R-CNN."
mmfewshot - OpenMMLab FewShot Learning Toolbox and Benchmark
yolov3 - YOLOv3 in PyTorch > ONNX > CoreML > TFLite
mmyolo - OpenMMLab YOLO series toolbox and benchmark. Implemented RTMDet, RTMDet-Rotated,YOLOv5, YOLOv6, YOLOv7, YOLOv8,YOLOX, PPYOLOE, etc.
autogluon - Fast and Accurate ML in 3 Lines of Code
mmflow - OpenMMLab optical flow toolbox and benchmark