ZihanWang314
commited on
Commit
·
60d4795
1
Parent(s):
e18de20
update
Browse files
README.md
CHANGED
|
@@ -73,21 +73,22 @@ configs:
|
|
| 73 |
LV-Haystack: Temporal Search for Long-Form Video Understanding</h1>
|
| 74 |
|
| 75 |
|
| 76 |
-
<p align='center' style="text-align:center;font-size:1.
|
| 77 |
<a href="https://jhuiye.com/" target="_blank">Jinhui Ye<sup>1</sup></a>,
|
| 78 |
<a href="https://zihanwang314.github.io/" target="_blank">Zihan Wang<sup>2</sup></a>,
|
| 79 |
<a href="https://haosensun.github.io/" target="_blank">Haosen Sun<sup>2</sup></a>,
|
| 80 |
-
<a href="https://keshik6.github.io/" target="_blank">Keshigeyan Chandrasegaran<sup>1</sup></a>,
|
| 81 |
-
<a href="https://zanedurante.github.io/" target="_blank">Zane Durante<sup>1</sup></a>, 
|
| 82 |
<a href="https://ceyzaguirre4.github.io/" target="_blank">Cristobal Eyzaguirre<sup>1</sup></a>,
|
| 83 |
<a href="https://talkingtorobots.com/yonatanbisk.html" target="_blank">Yonatan Bisk<sup>3</sup></a>,
|
| 84 |
<a href="https://www.niebles.net/" target="_blank">Juan Carlos Niebles<sup>1</sup></a>,
|
| 85 |
-
<a href="https://profiles.stanford.edu/ehsan-adeli" target="_blank">Ehsan Adeli<sup>1</sup></a>, 
|
| 86 |
<a href="https://profiles.stanford.edu/fei-fei-li/" target="_blank">Li Fei-Fei<sup>1</sup></a>,
|
| 87 |
<a href="https://jiajunwu.com/" target="_blank">Jiajun Wu<sup>1</sup></a>,
|
| 88 |
<a href="https://limanling.github.io/" target="_blank">Manling Li<sup>2</sup></a><br/>
|
| 89 |
Stanford University<sup>1</sup>, Northwestern University<sup>2</sup>, Carnegie Mellon University<sup>3</sup><br/>
|
| 90 |
-
|
|
|
|
| 91 |
<br/>
|
| 92 |
<a href="https://examplewebsite.com" title="Website" target="_blank" rel="nofollow" style="text-decoration: none;">🌎Website</a> |
|
| 93 |
<a href="https://examplecode.com" title="Dataset" target="_blank" rel="nofollow" style="text-decoration: none;">🧑💻Code</a> |
|
|
@@ -96,9 +97,6 @@ configs:
|
|
| 96 |
</p>
|
| 97 |
|
| 98 |
<img src="assets/img/logo.png" alt="Logo" width="400" height="auto" style="display:block; margin:auto;" />
|
| 99 |
-
<p align='center' style="text-align:center;font-size:1.25em;">
|
| 100 |
-
<a align='center' style="text-decoration: none; color: gray">
|
| 101 |
-
Dataset is part of the <a href="">T* project</a></p>
|
| 102 |
|
| 103 |
<p align=center>
|
| 104 |
|
|
@@ -166,7 +164,7 @@ print(dataset)
|
|
| 166 |
#### Dataset Statistics Summary
|
| 167 |
|
| 168 |
| **Metric** | **Total** | **Train** | **Test** |
|
| 169 |
-
|
| 170 |
| **Video Statistics** | | | |
|
| 171 |
| Total Videos | **988** | **744** | **244** |
|
| 172 |
| Total Video Duration (hr) | 423.3 | 322.2 | 101.0 |
|
|
@@ -176,7 +174,7 @@ print(dataset)
|
|
| 176 |
| Total Video Clip Duration (hr) | 180.4 | 135.3 | 45.0 |
|
| 177 |
| Avg. Video Clip Duration (sec) | 8.2 | 8.2 | 8.2 |
|
| 178 |
| **Frame Statistics** | | | |
|
| 179 |
-
| Total Frames (k) | **45,700**
|
| 180 |
| Avg. Frames per Video (k) | 46.3 | 46.8 | 44.7 |
|
| 181 |
| Ratio of Keyframe / Frame (‰) | 0.62 | 0.59 | 0.71 |
|
| 182 |
| **QA Statistics** | | | |
|
|
@@ -188,7 +186,8 @@ print(dataset)
|
|
| 188 |
|
| 189 |
#### Download Videos
|
| 190 |
|
| 191 |
-
|
|
|
|
| 192 |
|
| 193 |
#### Evaluation scripts
|
| 194 |
|
|
@@ -196,14 +195,9 @@ Please refer to ./eval.py (add hyperlink).
|
|
| 196 |
|
| 197 |
|
| 198 |
|
| 199 |
-
|
| 200 |
-
|
| 201 |
-
|
| 202 |
-
|
| 203 |
-
|
| 204 |
#### Contact
|
| 205 |
- Jinhui Ye: [email protected]
|
| 206 |
-
- Zihan Wang: [email protected]
|
| 207 |
- Haosen Sun: [email protected]
|
| 208 |
- Keshigeyan Chandrasegaran: [email protected]
|
| 209 |
- Manling Li: [email protected]
|
|
|
|
| 73 |
LV-Haystack: Temporal Search for Long-Form Video Understanding</h1>
|
| 74 |
|
| 75 |
|
| 76 |
+
<p align='center' style="text-align:center;font-size:1.1em;">
|
| 77 |
<a href="https://jhuiye.com/" target="_blank">Jinhui Ye<sup>1</sup></a>,
|
| 78 |
<a href="https://zihanwang314.github.io/" target="_blank">Zihan Wang<sup>2</sup></a>,
|
| 79 |
<a href="https://haosensun.github.io/" target="_blank">Haosen Sun<sup>2</sup></a>,
|
| 80 |
+
<a href="https://keshik6.github.io/" target="_blank">Keshigeyan Chandrasegaran<sup>1</sup></a>, <br>
|
| 81 |
+
<a href="https://zanedurante.github.io/" target="_blank">Zane Durante<sup>1</sup></a>,
|
| 82 |
<a href="https://ceyzaguirre4.github.io/" target="_blank">Cristobal Eyzaguirre<sup>1</sup></a>,
|
| 83 |
<a href="https://talkingtorobots.com/yonatanbisk.html" target="_blank">Yonatan Bisk<sup>3</sup></a>,
|
| 84 |
<a href="https://www.niebles.net/" target="_blank">Juan Carlos Niebles<sup>1</sup></a>,
|
| 85 |
+
<a href="https://profiles.stanford.edu/ehsan-adeli" target="_blank">Ehsan Adeli<sup>1</sup></a>, <br>
|
| 86 |
<a href="https://profiles.stanford.edu/fei-fei-li/" target="_blank">Li Fei-Fei<sup>1</sup></a>,
|
| 87 |
<a href="https://jiajunwu.com/" target="_blank">Jiajun Wu<sup>1</sup></a>,
|
| 88 |
<a href="https://limanling.github.io/" target="_blank">Manling Li<sup>2</sup></a><br/>
|
| 89 |
Stanford University<sup>1</sup>, Northwestern University<sup>2</sup>, Carnegie Mellon University<sup>3</sup><br/>
|
| 90 |
+
<a align='center' style="text-decoration: none; color: gray">
|
| 91 |
+
Dataset is part of the <a href="">T* project</a>
|
| 92 |
<br/>
|
| 93 |
<a href="https://examplewebsite.com" title="Website" target="_blank" rel="nofollow" style="text-decoration: none;">🌎Website</a> |
|
| 94 |
<a href="https://examplecode.com" title="Dataset" target="_blank" rel="nofollow" style="text-decoration: none;">🧑💻Code</a> |
|
|
|
|
| 97 |
</p>
|
| 98 |
|
| 99 |
<img src="assets/img/logo.png" alt="Logo" width="400" height="auto" style="display:block; margin:auto;" />
|
|
|
|
|
|
|
|
|
|
| 100 |
|
| 101 |
<p align=center>
|
| 102 |
|
|
|
|
| 164 |
#### Dataset Statistics Summary
|
| 165 |
|
| 166 |
| **Metric** | **Total** | **Train** | **Test** |
|
| 167 |
+
|-------------------------------|--------------|-------------|-------------|
|
| 168 |
| **Video Statistics** | | | |
|
| 169 |
| Total Videos | **988** | **744** | **244** |
|
| 170 |
| Total Video Duration (hr) | 423.3 | 322.2 | 101.0 |
|
|
|
|
| 174 |
| Total Video Clip Duration (hr) | 180.4 | 135.3 | 45.0 |
|
| 175 |
| Avg. Video Clip Duration (sec) | 8.2 | 8.2 | 8.2 |
|
| 176 |
| **Frame Statistics** | | | |
|
| 177 |
+
| Total Frames (k) | **45,700** | **34,800** | **10,900** |
|
| 178 |
| Avg. Frames per Video (k) | 46.3 | 46.8 | 44.7 |
|
| 179 |
| Ratio of Keyframe / Frame (‰) | 0.62 | 0.59 | 0.71 |
|
| 180 |
| **QA Statistics** | | | |
|
|
|
|
| 186 |
|
| 187 |
#### Download Videos
|
| 188 |
|
| 189 |
+
TODO: We plan to provide a script of how to download a subset from [Ego4d](https://ego4d-data.org/).
|
| 190 |
+
Assume your video will be downloaded to your_path/videos/ .
|
| 191 |
|
| 192 |
#### Evaluation scripts
|
| 193 |
|
|
|
|
| 195 |
|
| 196 |
|
| 197 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 198 |
#### Contact
|
| 199 |
- Jinhui Ye: [email protected]
|
| 200 |
+
- Zihan Wang: [email protected] (datasets)
|
| 201 |
- Haosen Sun: [email protected]
|
| 202 |
- Keshigeyan Chandrasegaran: [email protected]
|
| 203 |
- Manling Li: [email protected]
|