ไทยTH

Deep learning and CNNs

This knowledge unit is in development. Its planned scope and sources are listed below.

Scope

Neural networks, CNNs, transfer learning and object detection

Key references

  1. Prince, S. J. D. (2023). Understanding deep learning. MIT Press. link
  2. Géron, A. (2022). Hands-on machine learning with Scikit-Learn, Keras, and TensorFlow (3rd ed.). O'Reilly.

Used in courses

UAT 306 Artificial Intelligence for UASUAT 315 Artificial Intelligence, Data Analytics and Computer Vision for Unmanned Aircraft SystemsUAT 482 Machine Learning Technology and Applications

How to cite this page

Drone Institute, Rangsit University. (2026). Deep learning and CNNs. In UAS Technology Knowledge Hub (B.Tech.). https://rsu-uat.pk-research.work/en/kb/new/dl-cnn/