Android Machine Learning with Tensorflow Lite - 2024 Edition

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Android Machine Learning with Tensorflow Lite - 2024 Edition
Published 9/2024
Created by Mobile ML Academy by Hamza Asif
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 141 Lectures ( 11h 56m ) | 7.3 GB
Train Image Classification, Object Detection and Regression models for Android - Build Smart Android Kotlin Applications

What you'll learn:
Train Machine Learning models for Android Applications
Train Image Classification and Object Detection Models for Android Apps
Train Linear Regression Models for Android Apps
Integrate Tensorflow Lite models in Android kotlin Apps
Use Computer Vision Models in Android with both Images and Live Camera Footage
Train Object Detection model to count and detect fruits and build Android Application
Train a fruit classification model and build a Fruit Recognition Android Application
Train a brain tumor classification model and build Android App
Train a machine learning model and build a fuel efficiency prediction Android Application
Train a machine learning model and build a house price prediction Android Application
Train Any Prediction, Classification & Object Detection Model & use it in Android Applications
Analysing & using advance regression models in Android Applications
Data Collection, Data Annotation & Preprocessing for ML model training for Android Application
Basics of Machine Learning & Deep Learning for training Machine learning Models for Android
Understand the working of artificial neural networks for training machine learning for Android
Basic syntax of Python programming language to train ML models for Android
Use of data science libraries like numpy, pandas and matplotlib

Requirements:
Visual Studio Code or Android Installed on Your System

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