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use resnet50 as the backbone training COCO, the map is only 42.5,cannot reach 46.4

Open wssywh opened this issue 2 years ago • 5 comments

Image_20220616101449 The configs file used is pycenternet_r50_fpn_3_levels_giou_fast_mstrain_6x_coco.py,others haven't changed anything,the result of map is only 42.5,why?????

wssywh avatar Jun 16 '22 02:06 wssywh

@wssywh use pycenternet_r50_fpn_3_levels_giou_fast_adamw_mstrain_6x_coco.py instead

Duankaiwen avatar Jun 16 '22 02:06 Duankaiwen

@Duankaiwen use pycenternet_r50_fpn_3_levels_giou_fast_adamw_mstrain_6x_coco.py,the final map is 42.9 Image_20220623155719

wssywh avatar Jun 23 '22 07:06 wssywh

@wssywh can i see your training log?

Duankaiwen avatar Jun 23 '22 08:06 Duankaiwen

@Duankaiwen this is the training log : https://docs.qq.com/document/DVVpNZXdpT1RkZmdL

wssywh avatar Jun 23 '22 08:06 wssywh

@wssywh I see, to obtain the 46.4 AP, you should use pycenternet_r50_fpn_giou_mstrain_2x_coco.py. The pycenternet_r50_fpn_3_levels_giou_fast_adamw_mstrain_6x_coco.py is for CenetrNert-RT, which achieves 43.2 AP in my machine.

Duankaiwen avatar Jun 23 '22 09:06 Duankaiwen