SSD: Single Shot MultiBox Detector

8 Dec 2015Wei LiuDragomir AnguelovDumitru ErhanChristian SzegedyScott ReedCheng-Yang FuAlexander C. Berg

We present a method for detecting objects in images using a single deep neural network. Our approach, named SSD, discretizes the output space of bounding boxes into a set of default boxes over different aspect ratios and scales per feature map location... (read more)

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TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK RESULT LEADERBOARD
Object Detection COCO test-dev SSD512 box AP 28.8 # 80
AP50 48.5 # 68
AP75 30.3 # 65
Object Detection PASCAL VOC 2007 SSD512 (07+12+COCO) MAP 81.6% # 6
Object Detection PASCAL VOC 2012 SSD512 (07+12+COCO) MAP 80 # 1