YOLOX is an anchor-free version of YOLO, with a simpler design but better performance! It aims to bridge the gap between research and industrial communities. This note reviews YOLOX and an experiment on our custom traffic sign dataset for VIA Project

YOLOX is an anchor-free version of YOLO, with a simpler design but better performance! It aims to bridge the gap between research and industrial communities. With this version of YOLO, the authors won the 1st Place on Stream Perception Challenge (Workshop on Autonomous Driving at CVPR 2021. This note reviews YOLOX pap...

Paper review: "YOLOX: Exceeding YOLO Series in 2021" and application in traffic sign detection - VIA Autonomous

This is my note for 3 papers: CenterTrack - 2D object tracking, CenterPoint - 3D object detection and tracking, and CenterPoint++ - submission to the Waymo Real-time 3D Detection Challenge

This is my note for 3 papers: CenterTrack - 2D object tracking, CenterPoint - 3D object detection and tracking, and CenterPoint++ - submission to the Waymo Real-time 3D Detection Challenge. ! CenterTrack applies a detection model to a pair of images and detections from the prior frame. Given this minimal input, Center...

Object-tracking