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A Light Weight Multi-Head SSD Model for ADAS Applications
Chun Yu Lai
, Bo Xun Wu
, Tsung Han Lee
, Vinay Malligere Shivanna
,
Jiun In Guo
電子研究所
研究成果
:
Conference contribution
›
同行評審
2
引文 斯高帕斯(Scopus)
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Keyphrases
Detection Model
100%
Advanced Driver Assistance Systems
100%
System Application
100%
Pedestrian
100%
Bike
100%
Moving Object Detection
100%
Multi-head
100%
Single Shot Detector
100%
Embedded Devices
50%
Low Power
50%
Limited Resources
50%
Training Data
50%
Real-time Processing
50%
Embedded Platform
50%
Processing Performance
50%
Imbalance Problem
50%
Lightweight Network
50%
Loss Methods
50%
Focal Loss
50%
Safety Indicators
50%
Computer Science
moving object detection
100%
Advanced Driver Assistance Systems
100%
Embedded Device
50%
Time Processing
50%
Embedded Platform
50%
Training Dataset
50%
Engineering
Advanced Driver Assistance Systems
100%
Moving Object
100%
Frame Rate
50%
Limited Resource
50%
Embedded Device
50%