nielsr HF Staff commited on
Commit
ab75f63
·
verified ·
1 Parent(s): 6adcb14

Improve dataset card: Add metadata, paper/code links, and dataset usage

Browse files

This PR significantly improves the dataset card for `xiaochui/POMATO_Tracking` by:
- Adding the `task_categories` metadata (`image-to-3d`) and relevant tags.
- Linking to the official paper [POMATO: Marrying Pointmap Matching with Temporal Motion for Dynamic 3D Reconstruction](https://huggingface.co/papers/2504.05692).
- Linking to the project's GitHub repository `https://github.com/wyddmw/POMA_eval`.
- Providing an overview of the paper and detailed instructions on how to download and use the PointOdyssey tracking data provided in this repository, as outlined in the official GitHub README.
- Including the BibTeX citation.

Files changed (1) hide show
  1. README.md +47 -3
README.md CHANGED
@@ -1,3 +1,47 @@
1
- ---
2
- license: cc-by-nc-sa-4.0
3
- ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ license: cc-by-nc-sa-4.0
3
+ task_categories:
4
+ - image-to-3d
5
+ tags:
6
+ - 3d-reconstruction
7
+ - 3d-tracking
8
+ - point-cloud
9
+ - dynamic-scenes
10
+ - depth-estimation
11
+ - pose-estimation
12
+ ---
13
+
14
+ # POMATO: PointOdyssey Tracking Data
15
+
16
+ This repository contains the processed **PointOdyssey** tracking data used in the paper [POMATO: Marrying Pointmap Matching with Temporal Motion for Dynamic 3D Reconstruction](https://huggingface.co/papers/2504.05692).
17
+
18
+ The **POMATO** framework proposes a unified approach for dynamic 3D reconstruction by marrying pointmap matching with temporal motion. It enables robust performance across various downstream tasks, including video depth estimation, 3D point tracking, and pose estimation. This dataset specifically supports the 3D point tracking evaluation mentioned in the paper.
19
+
20
+ ## Code
21
+ The official code repository for POMATO can be found at: [https://github.com/wyddmw/POMA_eval](https://github.com/wyddmw/POMA_eval)
22
+
23
+ ## Dataset Usage
24
+ This repository provides the processed **PointOdyssey** data, specifically for tracking evaluation as mentioned in the official [POMATO GitHub repository's Tracking section](https://github.com/wyddmw/POMA_eval#tracking).
25
+
26
+ To download the data:
27
+ ```bash
28
+ huggingface-cli download xiaochui/POMATO_Tracking po_seq.zip --local-dir ./data/tracking_eval_data
29
+ ```
30
+ After downloading, unzip it to `data/tracking_eval_data`:
31
+ ```bash
32
+ cd data/tracking_eval_data
33
+ unzip po_seq.zip
34
+ ```
35
+ For more details on how to use this data for tracking experiments and evaluation, refer to the [official POMATO GitHub repository's Tracking section](https://github.com/wyddmw/POMA_eval#tracking).
36
+
37
+ ## Citation
38
+ If you find our POMATO work, including this dataset, useful in your research or applications, please consider citing using the following BibTeX:
39
+
40
+ ```bibtex
41
+ @article{zhang2025pomato,
42
+ title={POMATO: Marrying Pointmap Matching with Temporal Motion for Dynamic 3D Reconstruction},
43
+ author={Zhang, Songyan and Ge, Yongtao and Tian, Jinyuan and Xu, Guangkai and Chen, Hao and Lv, Chen and Shen, Chunhua},
44
+ journal={arXiv preprint arXiv:2504.05692},
45
+ year={2025}
46
+ }
47
+ ```