OneDDL Posted August 10, 2021 Report Share Posted August 10, 2021 Genre: eLearning | MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz Language: English | Size: 8.01 GB | Duration: 20h 33m TensorFlow lite & Firebase ML Kit use in Android 11 , Train Machine Learning Models, 20+ ML based Android Applications What you'll learn How to Integrate Machine Learning Models in Android Use computer vision models with Images and Live Camera Footage Use of Tensorflow lite models in Android Use of Floating point and quantized models in Android Use of Tensorflow lite delegates to improve model performance Training Image Recognition models without knowing any background knowledge of machine learning Firebase ML Kit and the Features it Provides 20+ Machine Learning based Android Application Description Welcome to The Complete 2021 Android Machine Learning Course. In this course, you will learn the use of Machine learning in Android without knowing any background knowledge of machine learning. In modern world app development, the use of ML in mobile app development is compulsory. We hardly see an application in which ML is not being used. So it's important to learn how we can integrate ML models inside Android applications. And this course will teach you that. And the main feature of this is you don't need to know any background knowledge of ML to integrate it inside your application. The course is divided into three main parts. Pre-Trained Tensorflow Lite Firebase ML Kit Training Image Classification models Pre-Trained Tensorflow Lite In the first section, you will learn the use of popular pre-trained machine learning models in Android and build Image classification Object detection Image segmentation applications Quantization and Delegates Apart from that, we will cover all the important concepts related to Tensorflow lite like Using floating-point and quantized model in Android Use the use of Tensorflow lite Delegates to improve model performance Regression In Android After that, we will learn to use regression models in Android and build a couple of applications including a Fuel Efficiency Predictor for Vehicles. Firebase ML Kit Then the next section is related to the Firebase ML Kit. In this section, we will explore Firebase ML Kit Features of Firebase ML Kit Then we are going to explore those features and build a number of applications including Image Labeling Barcode Scanning Pose Estimation Selfie Segmentation Digital Ink Recognition Object Detection Text Recognition Smart Reply Text Translation Face Detection CamScanner Clone Apart from all these applications, we will be developing a clone of the famous document scanning application CamScanner. So in that application, we will auto crop the document images using text recognition and improve the visibility of document Images. Training Image Classification Models After mastering the use of ML Models in Android in the Third section we will learn to train our own Image Classification models without knowing any background knowledge of Machine learning. So in that section, we will learn to train ML models using two different approaches. Dog breed Recognition using Teachable Machine Firstly we will train a dog breed recognition model using a teachable machine. Build a Live Feed Dog Breed Recognition Android Application. Fruit Recognition using Transfer Learning Using transfer learning we will retrain the MobileNet model to recognize different fruits. Build a live feed fruit recognition Android application using that trained model Images and Live Camera Footage The course will teach you to use Machine learning models with images and live camera footage, So that, you can build both simple and live feed Android applications. Android Version The course is completely up to date and we have used the latest Android 11 throughout the course. Language The course is developed using both Java and Kotlin programming languages. So all the material is available in both languages. Tools: These are tools we will be using throughout the course Android Studio to develop Android Applications Google collab to train Image Recognition models. Netron to analyze mobile machine learning models By the end of this course, you will be able Use Firebase ML kit inside Android applications using both Java and Kotlin Use pre-trained Tensorflow lite models inside Android & IOS applications using Java and Kotlin Train your own Image classification models and build Android applications. You'll also have a portfolio of over 20+ machine learning-based Android applications that you can show to any potential employer. Who can take this course: Beginner Android ( Java or Kotlin ) developer with very little knowledge of Android app development. Intermediate Android ( Java or Kotlin ) developer wanted to build a powerful Machine Learning-based application in Android Experienced Android ( Java or Kotlin ) developers wanted to use Machine Learning models inside their Android applications. Anyone who took a basic Android ( Java or Kotlin ) mobile app development course before (like Android ( Java or Kotlin ) app development course by angela yu or other such courses). Unlike any other Android app development course, The course will teach you what matters the most. So what are you waiting for? Click on the Join button and start learning. Who this course is for: Beginner Android Developer curious about Machine learning and computer vision use in Android Intermediate Android developers looking to enhance their skillset Experienced Professional want to integrate Machine Learning in their Android Applications Homepagehttps://www.udemy.com/course/the-complete-android-machine-learning-course/[b]Download (Uploadgig)[/b] https://uploadgig.com/file/download/647dAee7b66Db1D8/waokn.The.Complete.2021.Android.Machine.Learning.Course..Udemy.part01.rar https://uploadgig.com/file/download/29ddc38df4734D3E/waokn.The.Complete.2021.Android.Machine.Learning.Course..Udemy.part02.rar https://uploadgig.com/file/download/c3fafcC493A4bFF1/waokn.The.Complete.2021.Android.Machine.Learning.Course..Udemy.part03.rar https://uploadgig.com/file/download/56bb3a54a0E7f331/waokn.The.Complete.2021.Android.Machine.Learning.Course..Udemy.part04.rar https://uploadgig.com/file/download/5045a9598de54fF5/waokn.The.Complete.2021.Android.Machine.Learning.Course..Udemy.part05.rar https://uploadgig.com/file/download/6A893cD7c576A89a/waokn.The.Complete.2021.Android.Machine.Learning.Course..Udemy.part06.rar https://uploadgig.com/file/download/41Ce063b890FcD7a/waokn.The.Complete.2021.Android.Machine.Learning.Course..Udemy.part07.rar https://uploadgig.com/file/download/2267012c661A5576/waokn.The.Complete.2021.Android.Machine.Learning.Course..Udemy.part08.rar https://uploadgig.com/file/download/7459D9319c9d7655/waokn.The.Complete.2021.Android.Machine.Learning.Course..Udemy.part09.rar Download ( Rapidgator ) https://rapidgator.net/file/b8f030b4c06760f11e5c30149aad30da/waokn.The.Complete.2021.Android.Machine.Learning.Course..Udemy.part01.rar.html https://rapidgator.net/file/90624d3ca00a382803cf2deecb55f447/waokn.The.Complete.2021.Android.Machine.Learning.Course..Udemy.part02.rar.html https://rapidgator.net/file/d91214036cde21d803c7ce6afb34aae7/waokn.The.Complete.2021.Android.Machine.Learning.Course..Udemy.part03.rar.html https://rapidgator.net/file/84407970522009c1ef02cdcf64b0635b/waokn.The.Complete.2021.Android.Machine.Learning.Course..Udemy.part04.rar.html https://rapidgator.net/file/f8a3833bf85200792ee5542f9a3af5b1/waokn.The.Complete.2021.Android.Machine.Learning.Course..Udemy.part05.rar.html https://rapidgator.net/file/025ec4e4c7cda6f27b8aece274e60722/waokn.The.Complete.2021.Android.Machine.Learning.Course..Udemy.part06.rar.html https://rapidgator.net/file/a441556f93492988f9d973a3e2c3846f/waokn.The.Complete.2021.Android.Machine.Learning.Course..Udemy.part07.rar.html https://rapidgator.net/file/1b07eac29628ce855dbd2a5490f9a87a/waokn.The.Complete.2021.Android.Machine.Learning.Course..Udemy.part08.rar.html https://rapidgator.net/file/24ca7e27d3ee990f4496c4709fffe10c/waokn.The.Complete.2021.Android.Machine.Learning.Course..Udemy.part09.rar.html Download ( NitroFlare ) http://nitro.download/view/470160F323B6684/waokn.The.Complete.2021.Android.Machine.Learning.Course..Udemy.part01.rar http://nitro.download/view/58174524FC10B47/waokn.The.Complete.2021.Android.Machine.Learning.Course..Udemy.part02.rar http://nitro.download/view/E35EA449E112222/waokn.The.Complete.2021.Android.Machine.Learning.Course..Udemy.part03.rar http://nitro.download/view/B43EED3E8337929/waokn.The.Complete.2021.Android.Machine.Learning.Course..Udemy.part04.rar http://nitro.download/view/B2D871C53EE5E3D/waokn.The.Complete.2021.Android.Machine.Learning.Course..Udemy.part05.rar http://nitro.download/view/C39007BEB41CF4A/waokn.The.Complete.2021.Android.Machine.Learning.Course..Udemy.part06.rar http://nitro.download/view/D50FEBA3428486C/waokn.The.Complete.2021.Android.Machine.Learning.Course..Udemy.part07.rar http://nitro.download/view/CEB150A4629E4FC/waokn.The.Complete.2021.Android.Machine.Learning.Course..Udemy.part08.rar http://nitro.download/view/4FD9ACA9B0FA791/waokn.The.Complete.2021.Android.Machine.Learning.Course..Udemy.part09.rarLinks are Interchangeable - No Password - Single Extraction Link to comment Share on other sites More sharing options...
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