Transfer-learning-presentation

CNN Transfer learning and fine tuning presentation and implementation

Introduction

This presentation is for Data Mining course in Amirkabir University of Technology.

Dataset

100 Sport Classification

An Introduction to Transfer Learning

• Problems that result in demand for Transfer Learning
• What is Transfer Learning
• How to employ Transfer Learning

Transfer Learning Model

• Inception
• Xception
• VGG16
• ResNet50
• MobileNet

Implementation and Results

$ transfer_learning_with_fine_tuning.ipynb