Update README.md

README.md

@@ -23,3 +23,23 @@ configs:
   - split: train
     path: data/train-*
 ---
+
+# ActivityNet-Captions
+
+This dataset repo contains a curated subset of the ActivityNet-Captions dataset.
+
+
+
+\\(\text{Filtering Logic  }\begin{cases}
+\text{Video length }\leq \text{ 10 seconds:} & \text{Keep} \\
+\text{Video length } > \text{ 10 seconds:} & \text{Discard}
+\end{cases}\\)
+
+## Analysis
+
+
+<img width="500" src="https://cdn-uploads.huggingface.co/production/uploads/66d78facde54fea8a009927e/NUHx5WkWTGYgHFSHma7mn.png">
+
+
+
+There are **10,759** unique action-segment labels in the `activitynet.json` file.