Learn to build caltech-101 image classifier mobile app

🌱 Course Title: Learn to Build Caltech-101 Image Classifier Mobile App

🚀 Course Headline: Learn how to build a Caltech-101 image classifier app using computer vision and Apple's Create ML & Core ML package

Course Description

Embark on a journey to master the art of object detection by building your very own Caltech-101 image classifier iPhone app. Utilizing Apple's state-of-the-art Create ML and Core ML SDKs, you'll dive into the world of deep learning and computer vision to train models from scratch on your personal dataset. This course is designed for beginners who aspire to build robust object detection engines without relying on any internet connectivity, ensuring your privacy remains intact.

📚 Key Learnings:

• Understanding CoreML & Create ML Fundamentals
  • Get acquainted with the basics of Apple's machine learning frameworks.
• Deep Learning and CNNs
  • Grasp the concepts behind Convolutional Neural Networks (CNNs) from the ground up.
• Training a Model with Create ML
  • Learn how to train your own object detection model using Create ML and Xcode on your dataset.
• Building a Real-Life App
  • Translate your trained model into a functional object detection mobile application using CoreML and Swift.

🚀 A Powerful Skill at Your Fingertips With the fundamentals of object detection under your belt, you'll unlock a powerful tool that's both versatile and in high demand. Swift, Create ML, and Core ML are not only free and user-friendly but also come with comprehensive documentation to support your learning journey. 📚✨

Content and Overview

This course is a hands-on guide to creating an object detection engine using open-source tools like Create ML, Core ML, and Swift. You'll work alongside the instructor, step by step, to accomplish the following:

✅ Train Object Detection Model

• Learn how to train your model to detect objects within images.

✅ Build Mobile Object Detection App using Trained Model

• Convert your trained model into an app that can run on mobile devices.

What You Will Get from This Course

• Learn Object Detection from a Pro

  • Receive expert guidance and insights from a professional instructor right from your home.

• Over 10 Lectures

  • Engage with comprehensive tutorials covering the entire process of building an object detection engine.

• Beginner-Friendly

  • Ideal for beginner programmers, this course is tailored for users who learn best through visual demonstration.

• Visual Training Method

  • Benefit from a teaching style that promotes increased retention and accelerates your learning process.

• Simplistic Steps

  • Even the most complex applications are broken down into easy-to-understand steps.

• Challenges & Solutions

  • Test your knowledge with challenges, reinforced by solutions to confirm your understanding.

By the end of this course, you'll have a solid foundation in object detection, a skill highly sought after in the field of computer vision. Join us and unlock new opportunities as a computer vision developer! 🎓👩‍💻🚀