Object-detection-and-tracking-demo

This project just change a little bit code in ahmetozlu project, add the class id for final output, not just show the object_XX.

Environment

• cuda (choose version by you os and tensorflow version)
• cudnn (choose version by you os and tensorflow version)
• windows 10

Python library

• tensorflow-gpu 1.14
• openCV
• labelImg

File explain

• object_tracking.py: It has opencv show functiion
• detection_layer.py: Tensorflow object detection
• backone.py: tracking function
• model : train by faster_rcnn_inception_v2_pets.config

How to work

• After building eniveronment, personal model, and fix two python file
• commend : python object_tracking.py

Reference

• Tensorflow object detection environment build
  • EdjeElectronics/TensorFlow-Object-Detection-API-Tutorial-Train-Multiple-Objects-Windows-10
• Tracking API
  • ahmetozlu/tensorflow_object_counting_api
• video
  • New Taipei City Road Monitor