IMOU Wins the First Places in KITTI 2D Object Detection (Pedestrian) , Multi -object Tracking (Pedestrian & Car) Evaluations
Recently, IMOU, the smart home brand in China, wins the first places in KITTI 2D object detection of pedestrian, multi-object tracking of pedestrian and car evaluations.
- Recently, IMOU, the smart home brand in China, wins the first places in KITTI 2D object detection of pedestrian, multi-object tracking of pedestrian and car evaluations.
- It scores 57.15% high-order tracking accuracy (HOTA) for multi-object tracking of pedestrian, 82.08% (HOTA) for multi-object tracking of car, and 82.77% (Moderate) for 2D object detection of pedestrian.
- For multi-object tracking, IMOU optimizes object detection, re-identification, object correlation, and other modules based on the TBD framework to improve the overall performance.
- KITTI is used for the evaluations of stereo vison, optical flow, scene flow, visual odometry, object detection, target tracking, road detection, semantic and instance segmentation.