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LineMod Multi-object pose estimation? #88

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nachi9211 opened this issue Aug 31, 2022 · 1 comment
Open

LineMod Multi-object pose estimation? #88

nachi9211 opened this issue Aug 31, 2022 · 1 comment

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@nachi9211
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nachi9211 commented Aug 31, 2022

FOR LINEMOD DATASET:
Is the code able to provide poses for objects irrespective of class label?
i.e. can the model be trained without the 'cls' arg.

Or is there existing support in the code for dealing with this?

I can change n_objects in common.py, make adjustments for labels in linemod_dataset.py and use MeanShift.fit_multi_clus, but I am unable to correct it so it trains.

As the code is, is a model only trainable for 1 object class at a time? I presumed I do not need to add a module to handle number of found objects, but now I am not so sure.

@nachi9211 nachi9211 changed the title Multi-object pose estimation? LineMod Multi-object pose estimation? Aug 31, 2022
@nachi9211
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Tried using fuse data only with multi-label but did not get good results.

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