Hey, I am trying to get the Dino features for an object using your interesting upsampling method.
When I run my custom code of Dinov2, I get the expected result (low resolution, without your upsampling).
But when using your model from the hub, I get different "colors" for the same object and I don't know what the problem is because you didn't release the full code.
Even if I mask the object to remove the background before your PCA, it doesn't help.
The semantics of the beer make sense but again the colors are different.
For example: the cap of the bottle has a different color than the rest of the bottle, but the color of the cap between different photos is different.
Example without masking: (light blue and strong blue for the same beer)
Hey, I am trying to get the Dino features for an object using your interesting upsampling method. When I run my custom code of Dinov2, I get the expected result (low resolution, without your upsampling).
But when using your model from the hub, I get different "colors" for the same object and I don't know what the problem is because you didn't release the full code.
Even if I mask the object to remove the background before your PCA, it doesn't help. The semantics of the beer make sense but again the colors are different. For example: the cap of the bottle has a different color than the rest of the bottle, but the color of the cap between different photos is different.
Example without masking: (light blue and strong blue for the same beer)
Any idea how to fix that?
Thanks for the great work!