deep-learning

• Object Detection on KITTI dataset using YOLO and Faster R-CNN

  (20 Dec 2018)
  This post is going to describe object detection on KITTI dataset using three different detectors, YOLOv2, YOLOv3, Faster R-CNN and compare their performance evaluated by uploading the results to KITTI evaluation server.

• Train YOLOv2 with KITTI dataset

  (29 Jul 2018)
  KITTI dataset contains many real-world computer vision benchmarks for autonomous driving. There are many tasks including stereo, optical flow, visual odometry, 3D object detection and 3D tracking. YOLOv2 is a popular technique for real-time object detection. There are many pre-trained weights for many current image datasets. However, YOLOv2 doesn't perform well on KITTI object dataset.