ROMP
Monocular, One-stage, Regression of Multiple 3D People and their 3D positions & trajectories in camera & global coordinates. ROMP[ICCV21], BEV[CVPR22], TRACE[CVPR2023] (by Arthur151)
detrex
detrex is a research platform for DETR-based object detection, segmentation, pose estimation and other visual recognition tasks. (by IDEA-Research)
ROMP | detrex | |
---|---|---|
1 | 4 | |
1,287 | 1,841 | |
- | 2.5% | |
7.6 | 6.0 | |
7 months ago | 21 days ago | |
Python | Python | |
Apache License 2.0 | Apache License 2.0 |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
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.
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.
ROMP
Posts with mentions or reviews of ROMP.
We have used some of these posts to build our list of alternatives
and similar projects.
-
Meet TRACE: A New AI Approach for Accurate 3D Human Pose and Shape Estimation with Global Coordinate Tracking
Github: https://github.com/Arthur151/ROMP
detrex
Posts with mentions or reviews of detrex.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-10-14.
-
[R] detrex 0.2.0 release: New baselines for DETR models
Add model analyze tools and visualization for COCO eval results and annotations in tools
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detrex: the open source toolbox for Transformer based object detection algorithms
- [DETR (ECCV'2020)](https://github.com/IDEA-Research/detrex/tree/main/projects/detr)
Here's the github links: https://github.com/IDEA-Research/detrex
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[R] detrex: the open source toolbox for Transformer based object detection algorithms
detrex has already implemented the following algorithms: - DETR (ECCV'2020) - Deformable-DETR (ICLR'2021 Oral) - Conditional-DETR (ICCV'2021) - DAB-DETR (ICLR'2022) - DAB-Deformable-DETR (ICLR'2022) - DN-DETR (CVPR'2022 Oral) - DN-Deformable-DETR (CVPR'2022 Oral) - DINO (ArXiv'2022) - Group-DETR (ArXiv' 2022)
What are some alternatives?
When comparing ROMP and detrex you can also consider the following projects:
yolov7_d2 - 🔥🔥🔥🔥 (Earlier YOLOv7 not official one) YOLO with Transformers and Instance Segmentation, with TensorRT acceleration! 🔥🔥🔥
IkomiaApi - Deploy Computer Vision solutions with a few lines of code.
detectron2 - Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.
solo-learn - solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning
mmdetection - OpenMMLab Detection Toolbox and Benchmark
HugsVision - HugsVision is a easy to use huggingface wrapper for state-of-the-art computer vision