billpsomas
/

vits_dino_simpool_ep100

Image Classification

vision transformer

computer vision

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Bill Psomas commited on Sep 15, 2023

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 - deep learning
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-# Self-supervised ViT-S/16 (small-sized Vision Transformer with patch size 16) model with SimPool.
 ViT-S model with SimPool (gamma=1.25) trained on ImageNet-1k for 100 epochs. Self-supervision with DINO.
 SimPool is a simple attention-based pooling method at the end of network, introduced on this ICCV 2023 [paper](https://arxiv.org/pdf/2309.06891.pdf) and released in this [repository](https://github.com/billpsomas/simpool/).

 - deep learning
 ---
+# Self-supervised ViT-S/16 (small-sized Vision Transformer with patch size 16) model with SimPool
 ViT-S model with SimPool (gamma=1.25) trained on ImageNet-1k for 100 epochs. Self-supervision with DINO.
 SimPool is a simple attention-based pooling method at the end of network, introduced on this ICCV 2023 [paper](https://arxiv.org/pdf/2309.06891.pdf) and released in this [repository](https://github.com/billpsomas/simpool/).