Day #278 - Object Tracking - TensorFlow Object Counting API

I came across this project. Fantastic work!! The Detection part needs to be finetuned for the Indian scenario, the tracking seems fine performing decently. You can spot a few false positives, Trucks on the other side of the lane are not detected, Indian Trucks are not well recognized. This can be handled by a custom detection model. Overall the tracking and counter approach can be reused in multiple scenarios.

Clone the project - object_counting_api

vehicle_counting.py - Executed this for some of my highway videos.

	is_color_recognition_enabled = 1 # set it to 1 for enabling the color prediction for the detected objects
	roi = 600 # roi line position
	deviation = 2 # the constant that represents the object counting area

view raw code_change_vehicle_counting.py hosted with ❤ by GitHub

The objects passing through the line will be counted and incremented. Minor changes to roi

Output of the same



Happy Learning!!!