Update README.md

README.md

@@ -1,18 +1,30 @@
-AVE.zip: videos in AVE dataset. One video may contain different audio-visual events, so the total number of videos is not 4143.
-
-annotations.txt: annotations of AVE dataset. For each sample, you can find its event catergory, YouTube ID, 
-                 Quality (all good, means that it contains an AVE), start time of an audio-visual event, end 
-				 time of an audio-visual event.
-
-train/val/test-Set.txt: training/validation/testing set used in our ECCV paper.
- 
-
-If you used our AVE dataset, please consider cite our paper:
-@inproceedings{TianECCV2018,
-	 title={Audio-Visual Event Localization in Unconstrained Videos},
-     author={Tian, Yapeng and Shi, Jing and Li, Bochen and Duan, Zhiyao and Xu, Chenliang},
-	 editor="Ferrari, Vittorio and Hebert, Martial and Sminchisescu, Cristian and Weiss, Yair",
-	 booktitle="Computer Vision -- ECCV 2018",
-	 year="2018",
-	 publisher="Springer",
-}
+---
+license: mit
+size_categories:
+- 1K<n<10K
+---
+
+## AVE Dataset
+
+The original AVE dataset ported from the (GitHub)[https://github.com/YapengTian/AVE-ECCV18/blob/master/supervised_main.py]
+
+## Notes
+
+- One video may contain different audio-visual events, so the total number of videos is not 4143.
+- annotations.txt: annotations of AVE dataset. For each sample, you can find its event catergory, YouTube ID, Quality (all good, means that it contains an AVE), start time of an audio-visual event, the end time of an audio-visual event.
+- train/val/test-Set.txt: training/validation/testing set used in our ECCV paper.
+
+## Citation
+
+If you used the AVE dataset, please consider citing the original paper:
+
+```
+@inproceedings{TianECCV2018,
+	 title={Audio-Visual Event Localization in Unconstrained Videos},
+     author={Tian, Yapeng and Shi, Jing and Li, Bochen and Duan, Zhiyao and Xu, Chenliang},
+	 editor="Ferrari, Vittorio and Hebert, Martial and Sminchisescu, Cristian and Weiss, Yair",
+	 booktitle="Computer Vision -- ECCV 2018",
+	 year="2018",
+	 publisher="Springer",
+}
+```