Update README.md

README.md

@@ -10,4 +10,31 @@ tags:
 - Equivariance
 size_categories:
 - 1K<n<10K
----
+---
+
+| Global Scaling | Local Scaling |
+|----------------|---------------|
+| <img src="https://raw.githubusercontent.com/ashiq24/local-scale-equivariance/refs/heads/gh-pages/assets/bird_1_gscale.gif" width="450"/> | <img src="https://raw.githubusercontent.com/ashiq24/local-scale-equivariance/refs/heads/gh-pages/assets/bird_1.gif" width="450"/> |
+
+# Multi-Scale_ImageNet
+The dataset contains multi-scale ImageNet from **Local Scale Equivariance with Latent Deep Equilibrium Canonicalizer**.
+
+The dataset generating pipeline is provided here: https://github.com/ashiq24/local-scale-equivariance/tree/main/datagen_ImNet
+
+## Pipeline Overview
+
+![image/png](https://cdn-uploads.huggingface.co/production/uploads/661e07e02a8496916011c08a/RPMXOQPeUd4OrqnXvTM5o.png)
+
+
+If you use this dataset, please consider citing
+
+```
+@inproceedings{rahman2025local,
+  title={Local Scale Equivariance with Latent Deep Equilibrium Canonicalizer},
+  author={Rahman, Md Ashiqur and Yang, Chiao-An and Cheng, Michael N. and Lim, Jun Hao and Jiang, Jeremiah and Lim, Teck-Yian and Yeh, Raymond A.},
+  booktitle={Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)},
+  year={2025}
+}
+```
+
+