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Developed a Distracted Driver Detection system utilizing computer vision algorithms. Achieved an accuracy of 86% using TensorFlow and Keras models. Implemented model ensembling with VGG16, VGG19, and ResNet50 to optimize performance and reduce output time by 90 seconds. Created a user-friendly web application for real-time analysis of camera feed.
saurabhtakle/distracted_driver_detection
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Developed a Distracted Driver Detection system utilizing computer vision algorithms. Achieved an accuracy of 86% using TensorFlow and Keras models. Implemented model ensembling with VGG16, VGG19, and ResNet50 to optimize performance and reduce output time by 90 seconds. Created a user-friendly web application for real-time analysis of camera feed.
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