dinov2
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PyTorch code and models for the DINOv2 self-supervised learning method.
Regarding the code below from the [features notebook](notebooks/features.ipynb), the standard array, which was used to separate foreground/background, was loaded from a numpy file saved on the web. Can someone please...
I have been trying to run the semantic_segmentation notebook code inside a docker container. I've installed all the dependencies following the conda yaml config file as below FROM pytorch/pytorch:2.0.0-cuda11.7-cudnn8-devel RUN...
Hi. Thanks for your great works. I want to convert dinov2 to onnx, but failed. I try to refer https://github.com/facebookresearch/dinov2/issues/19 this Issue. I apply https://github.com/facebookresearch/dinov2/issues/19#issuecomment-1514310057 this, after that, https://github.com/facebookresearch/dinov2/issues/19#issuecomment-1514398389 this...
Hi, Thanks for your work, it's truly remarkable. I noticed that while training/running inference using the DPT head, binning is not supported by default. https://github.com/facebookresearch/dinov2/blob/6a6261546c3357f2c243a60cfafa6607f84efcb7/dinov2/eval/depth/models/decode_heads/decode_head.py#L157: `self.classify` is set to False....
Hi, I have been working with DINO and have been able to set up my code with my custom dataset which is .h5 files.I was wondering if it's possible to...
from mmseg.models.decode_heads.decode_head import BaseDecodeHead: How to use it？
Hello, Would it be possible for you to release the training and evaluation logs, similar to what was provided in the DINOv1 repository? It would be greatly appreciated. Thank you...
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PyTorch code and models for the DINOv2 self-supervised learning method.