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ahmetozlu/vehicle_counting_tensorflow

Vehicle detection, tracking and counting system using TensorFlow object detection API.

926 stars Python Computer VisionDomain Apps
vehicle_counting_tensorflow
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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.

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