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cats0212 avatar cats0212 commented on August 20, 2024

Question 2:Through your trained model,I get the file ycbv-jwpvdij1-refine-pose-score_ycbv-test.csv.
Then python ./bop_toolkit/bop_toolkit_lib/eval_bop19.py get a result
{ "bop19_average_recall": 0.5618441264451451, "bop19_average_recall_mspd": 0.7611933058452582, "bop19_average_recall_mssd": 0.4954887218045113, "bop19_average_recall_vsd": 0.42885035168566576, "bop19_average_time_per_image": 4.59347986459732 }
But average_recall(ycbv) is 0.653 in your paper.Is there something wrong with me?thank you

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cats0212 avatar cats0212 commented on August 20, 2024

Question 3: ycbv-jwpvdij1.compact.ckpt,the .ckpt is trained purely on synthetic data?or on real data for ycbv.

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rasmushaugaard avatar rasmushaugaard commented on August 20, 2024
  1. The scores are log-likelihoods, so they're supposed to be negative.

2/3) The released models are those used for the BOP evaluation, only trained on the synthetic PBR images. I just re-ran inference with the ycbv-jwpvdij1.compact.ckpt model and got 0.645, similar to the 0.647 published on BOP.

Based on the logs from the other issues, you've opened, it looks like you're using python3.7, which in itself shouldn't be an issue, but the conda environment I have published is with python3.8. Have you tried that environment?

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cats0212 avatar cats0212 commented on August 20, 2024

ok,thank you,I will try it.

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