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bradyz avatar bradyz commented on July 17, 2024 3
  1. This is an auxiliary loss (focal loss on vehicle centers) used by FIERY that I tried and left in. works fine without this
  2. After major cleanup of the code for release and trying to train mixed-precision this lr seems to be more stable
  3. These objects are not visible to the ego-vehicle and need to be filtered out for correctness
  4. If you take a look the dataset generation code can the missing index is pedestrian - we included this in the label set since it could be useful for future tasks

The config is accurate - i will check to make sure nothing diverged in the release

Thanks for the questions!

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F-Barto avatar F-Barto commented on July 17, 2024

Hello bradyz ! Many thanks for your response !

. 3. I understand that, I will clarify. My question is about how you evaluate. In your paper, to obtain the score in table 1, do you evaluate on all vehicles or only on visible vehicles ?

. 1. Ok this is as further experiments, the results in your paper were obtain using the Focal loss
. 2. I see, indeed it is a nice feature to be able to train with mixed-precision
. 4. Ok

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bradyz avatar bradyz commented on July 17, 2024

Table 1 is visible vehicles only - unfortunately almost all methods for this task evaluate slightly differently but I would argue this is the right way to do it

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F-Barto avatar F-Barto commented on July 17, 2024

Ok I better understand now, many thanks.

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