Train Object Detection Models & build Android Applications

Train object detection models for Android | Use Object Detection in Android with Kotlin | Java | Android App Development

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 on custom datasets for Android Applications
• Use existing object detection models in Android with both images and videos
• Learn about tflite (TensorFlow lite) models integration in Android App Development
• Use YOLO models in Android with images and live camera footage
• Test and optimize trained object detection model for Android devices
• Collect and annotate datasets for training object detection models
• Use SSD Mobilenet models in Android with images and live camera footage
• Use Efficient Det models in Android with images and live camera footage
• Convert object detection model into tensorflow lite formats
• Learn about object detection and it's applications in Android app development
• Build Android Applications using both Java and kotlin

Requirements

• Having some basic knowledge of Android App development will be a plus

Target audience

• Someone want to train custom Object Detection models and build mobile applications
• Android App Developers want to learn smart Machine Learning based Android Development
• Students who have basic knowledge of Android app development and want to build smart machine learning based Android Applications
• Students who want to learn use of existing object detection models in Android (YOLO, EfficientDet, mobileNet)
• Machine Learning Engineers want to use their existing object detection model in Android App Development