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Aeva
- Mountain View, CA
- www.linkedin.com/in/yichen-um
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Lane_Line_Detection_Classical
Lane_Line_Detection_Classical PublicIn this project, a lane line detection algorithm is developed in Python to detect curvature lane lines and the within lane region in videos shot by front facing camera in car.
Jupyter Notebook
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Traffic_Sign_Classification_CNN
Traffic_Sign_Classification_CNN PublicIn this project, a traffic sign classifier is developed using a convolutional neural networks (CNN) in Tensorflow to classify traffic signs.
HTML 1
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Vehicle_Detection_Tracking
Vehicle_Detection_Tracking PublicIn this project, a detection algorithm is in Python with computer vision and supervised machine learning to detect and tracking vehicles in videos shot by front facing camera in car.
Jupyter Notebook
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Steering_Angle_Predict_CNN
Steering_Angle_Predict_CNN PublicThis is a project aims to predict the steering angles based on scenes perceived by the driver while driving with a deep neural network model.
Jupyter Notebook 1
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