SwinTrack icon indicating copy to clipboard operation
SwinTrack copied to clipboard

训练结果

Open AllesOderNicht opened this issue 2 years ago • 2 comments

在got10k,tiny训练时,使用RTX3090,BS(32)进行训练时,在30个epoch的时候已经达到了68的准确率,在训练就发生了过拟合,这正常吗。我看作者的论文是训练了300个epoch,210时学习率衰减。。。

AllesOderNicht avatar May 15 '22 04:05 AllesOderNicht

@AllesOderNicht The paper states that they trained on 4 datasets, not separately.

Training. We train SwinTrack using training splits of LaSOT [15], TrackingNet [33], GOT-10k [20] (1,000 videos are removed for fair comparisons with other trackers [22, 44]) and COCO 2017 [29].

Xrenya avatar May 19 '22 02:05 Xrenya

@AllesOderNicht The paper states that they trained on 4 datasets, not separately.

Training. We train SwinTrack using training splits of LaSOT [15], TrackingNet [33], GOT-10k [20] (1,000 videos are removed for fair comparisons with other trackers [22, 44]) and COCO 2017 [29].

GOT-10k [20] provides 180 sequences for testing and it requires trackers to be trained using GOT-10k train split only

sansanfree avatar Aug 31 '22 02:08 sansanfree