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Mar 13, 2025
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ECGR 5106 - Real-Time Machine Learning
An interactive practical introduction to real-time machine learning and deep learning inference based on leveraging Nvidia Jetson platform. Introduces Convolutional Neural Networks (CNNs) and Recurrent Neural Networks (RNNs) inference algorithms for real-time computer vision and scene analysis, including object detection, pose estimation, and activity analysis. Examines basic deep learning constructs based on current design tools (e.g., Pytorch and Real-time Tensorflow libraries).
Credit Hours: (3)
Restriction(s): A background in programming is required.
Cross-listed Course(s): ECGR 4106
Schedule of Classes
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