Image Data Processing

(Last updated: Jan 29, 2024)1

All the content in this repository is licensed under CC BY 4.0. 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

• Preparation
• Tutorial
• Assignment

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Credit: this teaching material is created by Bryan Fleming under the supervision of Yen-Chia Hsu.