Could you share your experiences in training pvanet?

sanghoon / pva-faster-rcnn

Demo code for PVANet

https://arxiv.org/abs/1611.08588

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Could you share your experiences in training pvanet? #48

Closed KeyKy closed 7 years ago

KeyKy commented 7 years ago

I use this code in training voc_2012_trainval+voc_2007_trainval and test in voc_2007_test. I can get the AP=0.7892. Could you share your experiences in training pvanet which can get the strong AP=0.849?

sanghoon commented 7 years ago

We've trained the network in three steps.

Pre-training with ImageNet
Training with COCO + VOC07 + VOC12 train/val
Fine-tuning with VOC07 + VOC12 train/val

Additional training with the MS COCO dataset is essential for the SOTA results.

KeyKy commented 7 years ago

Thanks!