tusen-ai/SST

error in performanece of fsdv2

Open

#137 创建于 2023年8月21日

在 GitHub 查看
 (17 评论) (0 反应) (0 负责人)Python (106 fork)github user discovery
good first issue

仓库指标

Star
 (883 star)
PR 合并指标
 (PR 指标待抓取)

描述

I tried to train fsdv2 on waymo perception V1_4_0,and get the performance on validation set as follows. which is much lower than the performance in the paper

OBJECT_TYPE_TYPE_VEHICLE_LEVEL_1: [mAP 0.749648] [mAPH 0.745259] OBJECT_TYPE_TYPE_VEHICLE_LEVEL_2: [mAP 0.669701] [mAPH 0.66562] OBJECT_TYPE_TYPE_PEDESTRIAN_LEVEL_1: [mAP 0.80301] [mAPH 0.755212] OBJECT_TYPE_TYPE_PEDESTRIAN_LEVEL_2: [mAP 0.73128] [mAPH 0.685319] 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 0.734285] OBJECT_TYPE_TYPE_CYCLIST_LEVEL_2: [mAP 0.719278] [mAPH 0.709439]

image

This is the config I used fsdv2_waymo_full_2x.txt

贡献者指南