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object_detection_tracking_project

Course: ITEC 5920

Group members: Hasan Abbasi - Ali reahmanifard

Supervisor: Dr. Marzieh Amini

Directories

  • root
    • README.md
    • SFA3D
      • implementation of "super fast accurate 3D object detection/tracking on point cloud data"
    • mobile app
      • implementation of yolo object detection in flutter for android device realtime object detection
    • Our training models
      • our code for model training including some knowned models like VGG16, light VGG, MobileNet
    • Python bin to pcd
      • python implementation of converting .bin files to .pcd files for kitti dataset
    • results
      • output results for mobile application, SFA3D and state of the art MOT algorithms
    • state of the art MOT
      • state of the art mulitple object tracking method implementation
    • YOLO/ HOG+SVM
      • implementation of sliding window car detection using HOG+SVM
      • implementation of YOLO algorithm

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