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Depthstillation on real dataset #8
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Hi @Salvatore-tech,
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Hi @mattpoggi,
I'm attaching a screenshot of the results with RAFT when trained on syntetic dataset and also on dCADDY and as you can see in yellow, the results are not encouraging... |
I'm afraid the main problem is the image content, which is very similar in all the frames used... |
Do you think that a feature extraction could lead to better result? |
Good evening,
I'd like to reproduce your depthstillation process, but on real dataset called CADDY in order to evaluate some models (pwcnet and raft).
I already extracted the depth maps through MIDAS and depthstilled them, but it seems that the metrics of the models that i trained on these depthstilled data are worsening a lot...
I'm attaching, from top to bottom, computed flow, depth map, original and depthstilled images.
Do you see something strange in them? Any tips about the use case?
Thanks in advance!
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