Dinov2 Semantic Segmentation Notebook Fix

facebookresearch / dinov2

PyTorch code and models for the DINOv2 self-supervised learning method.

Apache License 2.0

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Dinov2 Semantic Segmentation Notebook Fix #375

Open HarrisDePerceptron opened 4 months ago

HarrisDePerceptron commented 4 months ago

Broken dependencies for dinov2 segmentation

mmcv v2 and mmseg incompatiple with pytorch version on colab. i have create a pull request for the notebook please look into it.

Pull request: #370 Notebook

similar issues: #277
@Celebio @syhw @nlutsenko @colesbury @pdollar

tgolvano commented 4 months ago

Function	Changes
init_segmentor	Renamed to init_model
inference_segmentor	Rename to inference_model

jenniferjtli commented 1 month ago

There are much more changes inside the codes. Backbone+head relatively easier to modify, while maskformer much more difficult because of missing Registry names (e.g Transformer sequence layer). Data transforms also need to be changed. Results nearly a hot mess, far from the demo website.