Object tracking
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Paper review: "YOLOX: Exceeding YOLO Series in 2021" and application in traffic sign detection - VIA Autonomous
A review of YOLOX, the anchor-free YOLO with a decoupled head and SimOTA, plus a hands-on traffic-sign detection experiment on the VIA dataset.
Paper review: CenterTrack - CenterPoint - CenterPoint++
Reading notes on three papers: CenterTrack for 2D tracking, CenterPoint for 3D detection and tracking, and CenterPoint++ for the Waymo real-time challenge.
Paper review: CenterTrack - CenterPoint - CenterPoint++
Review of three papers in one line of work: CenterTrack for 2D tracking, CenterPoint for 3D detection and tracking, and CenterPoint++, the Waymo Real-time 3D Detection Challenge submission.