TF_CenterNet Performance and backbone

Performance and backbone

Open phucnhs opened this issue 4 years ago • 6 comments

Thanks for source code ,

Can you tell me the performance on coco or voc on backbone mobilenetv2?
I want to add backbone mobilenetv3, I have to do it.
I think the backbone DLA is quite good, why don't you add it in this code ! Thanks you

Mar 28 '20 15:03 phucnhs

我也想知道不同backbone map多少，我自己用mobilenetv3训练过

Apr 09 '20 02:04 dl8207531

我也想知道不同backbone map多少，我自己用mobilenetv3训练过

请问你有跑backbone是resnet18的吗？mAP是多少呢？

Jul 03 '20 03:07 luqioayun

voc map mobilenetv3 384x384 69+ 512x512 70+ resnet18 384x384 70+ 512x512 没测 @luqioayun

Jul 03 '20 06:07 dl8207531

voc map mobilenetv3 384x384 69+ 512x512 70+ resnet18 384x384 70+ 512x512 没测 @luqioayun

好的，谢谢！我刚好搞了512x512的，只有60+ 。。。。。。

Jul 03 '20 06:07 luqioayun

voc map mobilenetv3 384x384 69+ 512x512 70+ resnet18 384x384 70+ 512x512 没测 @luqioayun

1、您好，请问在resnet18 384x384 70+mAP这种情况下您的一些参数设置是什么呢？比如说learning rate的衰减方式、batchsize的大小设置~ 这个是我目前的参数设置~

Jul 05 '20 07:07 luqioayun

lr=0.000125 batchsize=24 70000, 110000, 140000 对应步数除10 你根据你的batchsize 按比例设置我认为最关键的是在imagenet预训练的模型本身不能太差

Jul 05 '20 13:07 dl8207531