Transfer Learning & Image Detection Tutorial

Prepared by Ihsan Hepsen (İhsan Hepşen)

This tutorial includes the following:

• Computer Vision
• Convolutional Neural Networks (CNN)
• VGG Dataset
• Transfer Learning and Pre-trained Models
• Image Classification with VGG16
• Hands-on Exercise: Classifying Celebrity Images With VGG16 Model

Tutorial Goal

• This tutorial aims to teach the fundamentals of computer vision, convolutional neural networks, using the VGG dataset, and how to use a pre-trained model. Nowadays deep learning is a huge concept. Computer vison is used in numerous fields in our lives. Therefore, this tutorial aims to guide you how to get started with computer vision and transfer learning.
• This tutorial will walk you through step by step on how to build an image classifier using a pre-trained model.