dino-vit-features

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DINO vs MAE

1

Hi, Thanks for your amazing work. The study is very interesting. You are using DINO as feature extractor in your work, and I was just wondering if you tried using...

fabienbaradel

Extractor feature OOM

2

Hi there， I tried the code, at the beginning , everything sames fine, but when I try to use the extractor on my own images, more specificly, extract feature of...

StarsTesla

Hi，Thanks for you great work!How much GPU memory is needed for inference?

zhending111

Zhouziyuya

I performed self-supervised training of DINO on a pathology image dataset and analysed PCA as well as DINO-vit-feature. At the same time, I also analysed the PCA in the model...

abebe9849

Hi, why are the saliency maps not available for patch number 16?

melikaqh

DINO v2

3

Is there information available for how to use DINO V2 for point correspondence?

yousafe007

I am currently trying to replicate the results using the code from @kampta under https://github.com/ShirAmir/dino-vit-features/issues/8. I am getting PCK values which are around 6-10% lower than the one mentioned in...

yousafe007

Why is only dino_vits8 supported?

5

In the examples, if you change the model_type to anything other than `dino_vits8` the code crashes because of an assert in `ViTExtractor.extract_saliency_maps`. What needs to change to properly support other...

juancamilog

Error in colab demo of part co-segmentation

2

it looks like the 'PyDenseCRF' package cannot be properly installed in colab

tonyzzr