YOLACT++ Better Real-Time Instance Segmentation

We present a simple, fully-convolutional model for real-time (>30 >30 fps) instance segmentation that achieves competitive results on MS COCO evaluated on a single Titan Xp, which is significantly faster than any previous state-of-the-art approach. Moreover, we obtain this result after traini...

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Veröffentlicht in:	IEEE transactions on pattern analysis and machine intelligence 2022-02, Vol.44 (2), p.1108-1121
Hauptverfasser:	Bolya, Daniel, Zhou, Chong, Xiao, Fanyi, Lee, Yong Jae
Format:	Artikel
Sprache:	eng
Schlagworte:	Aspect ratio Computer networks Detectors Formability Image segmentation Instance segmentation Masks Mathematical models Object detection Prototypes Real time Real-time systems Shape Stability analysis Task analysis
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