Mulit-category Pose Dataset
The first large-scale pose dataset containing objects of multiple super-categories, termed Multi-category Pose (MP-100).
In total, MP-100 dataset covers 100 subcategories and 8 super-categories.
Over 18K images and 20K annotations are collected from several popular 2D pose datasets, including COCO, 300W, AFLW, OneHand10K, DeepFasion2, AP-10K, MacaquePose, Vinegar Fly, Desert Locust, CUB-200, CarFusion, AnimalWeb and Keypoint-5
Variants: MP-100
This dataset is used in 1 benchmark:
| Task | Model | Paper | Date |
|---|---|---|---|
| 2D Pose Estimation | EdgeCape | Edge Weight Prediction For Category-Agnostic … | 2024-11-25 |
| 2D Pose Estimation | CapeLLM | CapeLLM: Support-Free Category-Agnostic Pose Estimation … | 2024-11-11 |
| 2D Pose Estimation | CapeX | CapeX: Category-Agnostic Pose Estimation from … | 2024-06-01 |
| 2D Pose Estimation | PoseAnything-T | A Graph-Based Approach for Category-Agnostic … | 2023-11-29 |
| 2D Pose Estimation | POMNet | Pose for Everything: Towards Category-Agnostic … | 2022-07-21 |
Recent papers with results on this dataset: