MobileDets: Searching for Object Detection Architectures for Mobile Accelerators
Computer Vision and Pattern Recognition（2020）
Key words
MobileDets,MnasFPN,mobile CPU,TensorFlow Object Detection API,Object Detection architectures,mobile accelerators,inverted bottleneck layers,depth-wise convolutions,predominant building blocks,mobile devices,latency-accuracy trade-off,neural architecture search,search space,network architectures,COCO object detection task,MobileNetV3+SSDLite,MobileNetV2+SSDLite,mobile CPU inference latencies
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