CenterNet: Keypoint Triplets for Object Detection

17 Apr 2019Kaiwen DuanSong BaiLingxi XieHonggang QiQingming HuangQi Tian

In object detection, keypoint-based approaches often suffer a large number of incorrect object bounding boxes, arguably due to the lack of an additional look into the cropped regions. This paper presents an efficient solution which explores the visual patterns within each cropped region with minimal costs... (read more)

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Evaluation results from the paper


Task Dataset Model Metric name Metric value Global rank Compare
Object Detection COCO CenterNet511 (multi-scale) Bounding Box AP 47.0 # 5
Object Detection COCO CenterNet511 (single-scale) Bounding Box AP 44.9 # 11