Image Data Processing
Image Data Processing#
(Last updated: Mar 13, 2023)1
This module is about processing image data and has the following learning goals:
Goal 1: Understand image processing pipelines for recognizing digits and object.
Goal 2: Understand how to implement Convolutional Neural Networks for image classification and evaluate model performance.
Goal 3: Experience various issues in training neural networks, such as learning rate tunning and weight initialization.
Table of Contents#
Credit: this teaching material is created by Bryan Fleming under the supervision of Yen-Chia Hsu.