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项目作者： tranleanh

项目描述 ：
This is the implementation of the paper "Robustness Enhancement for Object Detection in Advanced Driver Assistance Systems (ADAS)" in 2021 International Conference on System Science and Engineering (ICSSE2021)
高级语言： Python
项目地址: git://github.com/tranleanh/adas_od_enhance.git
创建时间： 2021-04-27T15:19:27Z
项目社区：https://github.com/tranleanh/adas_od_enhance
开源协议：
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Enhancement of Robustness in Object Detection Module for Advanced Driver Assistance Systems

This is the implementation of the paper “Enhancement of Robustness in Object Detection Module for Advanced Driver Assistance Systems”
in 2021 International Conference on System Science and Engineering (ICSSE2021)

Read Paper at IEEE Xplore or ResearchGate

Result

Dependencies

  • Python 3.6+
  • OpenCV
  • Tensorflow 1.X
  • Pyenv (optional)

Train

  1. $ python train.py

Test

  1. $ python test.py

Output

File format: {image_name}.txt [ class_name confidence x1 y1 x2 y2 ]

  1. person 0.980528 194 356 466 513
  2. person 0.897605 752 372 975 467
  3. person 0.414176 580 372 646 416

References

April 2021

Tran Le Anh