Train Object Detection Models for Android – The 2024 Guide

Train Custom Object Detection Models in Tensorflow Lite format and build Android Apps using Java and Kotlin | Android ML

Created by: Mobile ML Academy by Hamza Asif
ML & AI based Flutter, Android, IOS & React Native Courses

What Will I Learn?

• Train Object Detection Models from Scratch and Convert them to Tensorflow Lite Format
• Use Trained Object Detection Models in Android (Java / Kotlin) with both Images and Videos
• Learn to Collect and Annotate Datasets for Training Object Detection Models
• Learn basics of Object Detection ,its applications and Machine Learning for Training Machine Learning Models for Mobile Devices
• Learn to use SSD EfficientDet Models in Android (Java / Kotlin) for Object Detection
• Learn to use SSD MobileNet Models in Android (Java / Kotlin) for Object Detection
• Learn use of YOLO Models in Android (Java / Kotlin) for Object Detection

Requirements

• No Machine Learning Knowledge Needed
• Having some basic knowledge of Android App development will be a plus

Target audience

• Anyone who wants to train custom Object Detection models and build Android applications
• Beginner Android Developers Looking to build Machine Learning Powered Smart Android Apps
• Intermediate Android Developers looking to train powerful Object Detection Models and Deploy them in Android
• Android Professional looking to build NexGen Android Apps
• Student who want to use existing object detection models (YOLO, EfficientDet, MobileNet) in Android Apps