Udemy – Train Image Classification Models & build Smart Android Apps

Unlock the full potential of mobile app development with our comprehensive course on training custom image classification models and integrating them into Android applications. This course is designed to guide you from the basics of machine learning and deep learning to creating sophisticated, real-time image recognition apps in Android Kotlin.

What You Will Learn:

• Introduction to Machine Learning and Deep Learning: Start with the foundational concepts of machine learning, deep learning, and image classification to build a strong base for your journey.
• Dataset Collection: Learn effective methods to collect and prepare datasets for training your image classification models.
• Model Training Approaches: Train image classification models using two powerful approaches:
  • Teachable Machine: A user-friendly platform to create custom models.
  • Transfer Learning: Advanced technique to leverage pre-trained models for better accuracy and efficiency.
  • Image Classification: Choose or capture images in Android and use your models for accurate image recognition.
  • Real-Time Camera Footage: Display live camera footage in Android, pass frames to your models, and build real-time, intelligent mobile apps.