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Using Python (OpenCV and Tensorflow) to process real driving footages.

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jackexu/Real-Time-Driving-Assistance-System

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Real-Time Driving Assistance System

Authors: Ran Pang and Jiaqi Xu

Used Python (OpenCV and TensorFlow) to display detected lanes, lane-keeping status, steering angle suggestion, detected objects with estimated distance, and brake warning on real driving footages.

Sample Output

Red numbers are the relative distances.

Output Output With Warning Message

Enviorment Requirement

This project was conducted in Python 3.7 with Tensorflow 1.x and OpenCV 3.4.

Files Requirement

Need a pre-trained model in object_detection folder/utils.

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Using Python (OpenCV and Tensorflow) to process real driving footages.

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