SSD: Single Shot MultiBox Detector简介 一、简介 SSD提出于2016年三月20日,比YOLO v1早两个月,但是它其中提到了YOLO,所以应该是比YOLO晚的。SSD也是一个one stage方法,它其中的改进包括: 1.使用小卷积及取预测类别和定位偏差, 2.使用不同的filter去对于不同宽高比(aspect ratio)进行判断, 3.在多个...
SSDLiu et al.Single Stage Detector: real-time CNN for object detection that detects 80 different classes. SSD-MobileNetV1Howard et al.A variant of MobileNet that uses the Single Shot Detector (SSD) model framework. The model detects 80 different object classes and locates up to 10 objects in...
single-shot dual-detector subtractionportal imagestorage phosphor platebone-enhanced imagestandard image.We have proposed the new image processing technique for portal images. The aim of the present study was to evaluate the clinical efficacy of the single-shot dual-detector subtraction technique to ...
SSDLiu et al.Single Stage Detector: real-time CNN for object detection that detects 80 different classes. SSD-MobileNetV1Howard et al.A variant of MobileNet that uses the Single Shot Detector (SSD) model framework. The model detects 80 different object classes and locates up to 10 objects in...
This paper brings single-shot detectors up to the same level as current two-stage techniques. We do this by improving training for the state-of-the-art single-shot detector, RetinaNet, in three ways: integrating instance mask prediction for the first time, making the loss function adaptive ...
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In summary, we have studied the unavoidable detector-induced backaction on the counting statistics of a biased DQD. We find that this backaction has profound effects on the counting statistics, e.g., changing the shot noise from being sub-Poissonian regime to super- Poissonian, and changing ...
Single Stage Detector: real-time CNN for object detection that detects 80 different classes. SSD-MobileNetV1 Howard et al. A variant of MobileNet that uses the Single Shot Detector (SSD) model framework. The model detects 80 different object classes and locates up to 10 objects in an image....
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