ahmetozlu/vehicle_counting_tensorflow
Vehicle detection, tracking and counting system using TensorFlow object detection API.
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This project provides vehicle detection, tracking and counting capabilities using TensorFlow Object Counting API as a base. It detects and classifies vehicles (cars, trucks, bicycles, motorcycles, buses), recognizes vehicle color, detects travel direction, predicts speed and estimates vehicle size. The system processes video input, crops detected vehicles, and outputs a CSV file with traffic measurements including vehicle type, color, direction and speed.
Frequently asked
- What is ahmetozlu/vehicle_counting_tensorflow?
- Vehicle detection, tracking and counting system using TensorFlow object detection API.
- Is vehicle_counting_tensorflow open source?
- Yes — ahmetozlu/vehicle_counting_tensorflow is open source, released under the MIT license.
- What language is vehicle_counting_tensorflow written in?
- ahmetozlu/vehicle_counting_tensorflow is primarily written in Python.
- How popular is vehicle_counting_tensorflow?
- ahmetozlu/vehicle_counting_tensorflow has 930 stars on GitHub.
- Where can I find vehicle_counting_tensorflow?
- ahmetozlu/vehicle_counting_tensorflow is on GitHub at https://github.com/ahmetozlu/vehicle_counting_tensorflow.