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Source codes of DMNS based on caffe platform 1.0
by openpr_nlpr - May 15, 2018, 07:52:48 CET [
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- Description:
Deep measuring net sequence(DMNS) is a sequence of three deep measuring nets, the later are deep fcn-based networks, directely output object category score, object orientation, location and scale simultaneously without any anchor boxes. DMNS acheived high accuracy in maneuvering target detection and geometrical measurements. Its average orientation error is less than 3.5 degree, loaction error less than 1.3 pixel, scale measuring error less than 10%, achieve a detection F1-score 96.5% in OAD, 91.8% in SVDS ,90.8% in Munich , 87.3% in OIRDS, outperforms SSD, Fater R-CNN, etc.
- Changes to previous version:
Initial Announcement on mloss.org.
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Project details for Source codes of DMNS based on caffe platform
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Details
- Version:
- 1.0
- Submitter:
- openpr_nlpr
- Author(s):
- Xueyun Chen
- Posted:
- 15 May 2018
- Last Updated:
- 15 May 2018
- Open Source License:
- bsd
- Programming Language(s):
- c++