"No one is harder on a talented person than the person themselves" - Linda Wilkinson ; "Trust your guts and don't follow the herd" ; "Validate direction not destination" ;

October 02, 2019

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.

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

Output of the same



Happy Learning!!!

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