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error performance when evaluation #175

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niranyingluofen opened this issue Dec 15, 2023 · 1 comment
Open

error performance when evaluation #175

niranyingluofen opened this issue Dec 15, 2023 · 1 comment

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@niranyingluofen
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Hi~
I tried to train fsd on waymo perception,and get the performance on validation set as follows. They are all 0.
OBJECT_TYPE_TYPE_VEHICLE_LEVEL_1: [mAP 0.749648] [mAPH 0]
OBJECT_TYPE_TYPE_VEHICLE_LEVEL_2: [mAP 0.669701] [mAPH 0]
OBJECT_TYPE_TYPE_PEDESTRIAN_LEVEL_1: [mAP 0.80301] [mAPH 0]
OBJECT_TYPE_TYPE_PEDESTRIAN_LEVEL_2: [mAP 0.73128] [mAPH 0]
OBJECT_TYPE_TYPE_SIGN_LEVEL_1: [mAP 0] [mAPH 0]
OBJECT_TYPE_TYPE_SIGN_LEVEL_2: [mAP 0] [mAPH 0]
OBJECT_TYPE_TYPE_CYCLIST_LEVEL_1: [mAP 0.744445] [mAPH 0]
OBJECT_TYPE_TYPE_CYCLIST_LEVEL_2: [mAP 0.719278] [mAPH 0]

My command is

DIR=fsd
WORK=work_dirs
CONFIG=fsd_waymoD1_1x
bash ./tools/dist_test.sh configs/work_dirs/$CONFIG.py ./work_dirs/$CONFIG/latest.pth 8 --eval fast --options "pklfile_prefix=./work_dirs/$CONFIG/results"

@Abyssaledge
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I think there is something wrong with your evaluation tool or ground-truth file if you still get 0 using the provided result.bin files.
How do you build the evaluation tool and get the ground-truth file?

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