APM: 49.0
Papers with Code · CC BY-SA 4.0
Real-time Instance Segmentation
Similar to its parent task, instance segmentation, but with the goal of achieving real-time capabilities under a defined setting.
Image Credit: SipMask: Spatial Information Preservation for Fast Image and Video Instance Segmentation
논문
AP: 14.4
maskAP: 42.42boxAP: 42.96FLOPs (G): 100.85Size (M): 40.32
Frame (fps): 27.0 (Titan Xp)mask AP: 35.4AP50: 55.6AP75: 37.6
Frame (fps): 25 (Tesla V100)mask AP: 37.7AP50: 59.4AP75: 39.9
Frame (fps): 40 (2080 Ti)mask AP: 37.9AP50: 59.2AP75: 40.2
Frame (fps): 33.3 (Titan Xp)mask AP: 28.2AP50: 46.6AP75: 29.2
Frame (fps): 33.3mask AP: 35.2
mask AP: 32.9APS: 12.9APM: 34.7APL: 48.7
Frame (fps): 31.3mask AP: 37.1AP50: 57.7AP75: 39.7
Frame (fps): 27.3 (Titan Xp)mask AP: 34.6AP50: 53.8AP75: 36.9