AerialDetection icon indicating copy to clipboard operation
AerialDetection copied to clipboard

Published 20 hours ago • verified publisher icon dingjiansw101

Results Problem?

Open PhenomenalOnee opened this issue 4 years ago • 3 comments

Hello, Really amazing work. While doing inference, i faced the results are not as good as shown. I tested using the pre trained models:

  1. faster_rcnn_RoITrans_r50_fpn_1x_dota eduardo-drapier-beFUbu1Nrcc-unsplash

  2. faster_rcnn_RoITrans_r50_fpn_1x_dota1_5 mike-mari-lh1AhhKa7RQ-unsplash

Can You help Explain why?

PhenomenalOnee avatar Aug 17 '20 05:08 PhenomenalOnee

What is the image source that you use? Have you conducted the multi-scale inference?

dingjiansw101 avatar Oct 10 '20 02:10 dingjiansw101

@dingjiansw101 i am using demo_large_image.py for inference. I have downloded these images from https://unsplash.com/s/photos/military-base-aerial-view

PhenomenalOnee avatar Oct 12 '20 07:10 PhenomenalOnee

First, model trained with DOTA-v1.5 should be more accurate than the DOTA-v1.0. Second, I think there is a domain shift between your images and DOTA images, which may decrease the performance.

dingjiansw101 avatar Jul 12 '21 13:07 dingjiansw101