| | --- |
| | license: mit |
| | task_categories: |
| | - image-classification |
| | language: |
| | - en |
| | tags: |
| | - Multi-Scale |
| | - ImageNet |
| | - Equivariance |
| | size_categories: |
| | - 1K<n<10K |
| | --- |
| | |
| | # Multi-Scale_ImageNet |
| | The dataset contains multi-scale ImageNet from **Local Scale Equivariance with Latent Deep Equilibrium Canonicalizer** (arXiv:2508.14187) published in ICCV 2025. |
| | The dataset generating pipeline is provided here: https://github.com/ashiq24/local-scale-equivariance/tree/main/datagen_ImNet |
| |
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| | ## Pipeline Overview |
| |
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| | | 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"/> | |
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| | 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} |
| | } |
| | ``` |
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