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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Evaluation Results from the Paper


TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK COMPARE
Object Detection COCO 2015 SSD300 Bounding Box AP 23.2 # 1