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Questions about the making of custom datasets #31

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junho-choi-div opened this issue Dec 5, 2023 · 1 comment
Open

Questions about the making of custom datasets #31

junho-choi-div opened this issue Dec 5, 2023 · 1 comment

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@junho-choi-div
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Hello, I am currently in the process of training the Centersnap model by establishing a custom data set with the intel realsense D435i camera. I thought I formed the NOCS MAP and other necessary datasets well, but the prediction of 6d pose estimation keeps going wrong. In order to check if the data set construction pipeline I made works well, I created a Nocs map for the bottle class of the Train data set and built the data set and conducted the training, and I got the desired result as follows. Leave a question about what parts other than the internal parameters of the camera need to be changed. Thanks

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@zubair-irshad
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Thanks for your interest. It looks like you are trying to create a custom dataset for CenterSnap fine-tuning but you shared an image from NOCS Real dataset. Are these results with the finetuning or zero-shot evaluation?

Can you share examples of how you created your custom dataset?

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