|
|
--- |
|
|
configs: |
|
|
- config_name: default |
|
|
data_files: |
|
|
- split: train |
|
|
path: "didemo_train.json" |
|
|
- split: test |
|
|
path: "didemo_test.json" |
|
|
task_categories: |
|
|
- text-to-video |
|
|
- text-retrieval |
|
|
- video-classification |
|
|
language: |
|
|
- en |
|
|
size_categories: |
|
|
- 10K<n<100K |
|
|
--- |
|
|
|
|
|
Clone from friedrichor/DiDeMo. |
|
|
|
|
|
## About |
|
|
|
|
|
[DiDeMo](https://openaccess.thecvf.com/content_iccv_2017/html/Hendricks_Localizing_Moments_in_ICCV_2017_paper.html) contains 10K long-form videos from Flickr. For each video, ~4 short sentences are annotated in temporal order. We follow the existing works to concatenate those short sentences and evaluate ‘paragraph-to-video’ retrieval on this benchmark. |
|
|
|
|
|
We adopt the official split: |
|
|
- Train: 8,395 videos, 8,395 captions (concatenate from 33,005 short captions) |
|
|
- Val: 1,065 videos, 1,065 captions (concatenate from 4,290 short captions) (We don't have the collection yet.) |
|
|
- Test: 1,004 videos, 1,004 captions (concatenate from 4,021 short captions) |
|
|
|
|
|
--- |
|
|
|
|
|
## Get Raw Videos |
|
|
|
|
|
```bash |
|
|
cat DiDeMo_Videos_mp4_train.tar.part-* | tar -vxf - |
|
|
tar -xvf DiDeMo_Videos_mp4_test.tar |
|
|
``` |
|
|
|
|
|
--- |
|
|
|
|
|
## Official Release |
|
|
|
|
|
Video Release: [DiDeMoRelease](https://data.ciirc.cvut.cz/public/projects/LisaAnne/DiDeMoRelease/) |
|
|
|
|
|
--- |
|
|
|
|
|
## 🌟 Citation |
|
|
|
|
|
```bibtex |
|
|
@inproceedings{anne2017didemo, |
|
|
title={Localizing moments in video with natural language}, |
|
|
author={Anne Hendricks, Lisa and Wang, Oliver and Shechtman, Eli and Sivic, Josef and Darrell, Trevor and Russell, Bryan}, |
|
|
booktitle={Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)}, |
|
|
year={2017} |
|
|
} |
|
|
``` |
