Udemy - Machine Learning use in React Native, The Practical Guide

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[ CourseHulu.com ] Udemy - Machine Learning use in React Native, The Practical Guide
  • Get Bonus Downloads Here.url (0.2 KB)
  • ~Get Your Files Here ! 1. Introduction
    • 1. Introduction.mp4 (18.9 MB)
    • 2. Machine Leaning Introduction.mp4 (17.5 MB)
    • 3. Tensorflow lite Introduction.mp4 (19.6 MB)
    10. Training Machine Learning Models for React Native
    • 1. Section Introduction.mp4 (16.9 MB)
    • 2. Training Image Classification Model.mp4 (8.6 MB)
    11. Training dog breed recognition model for React Native
    • 1. How to find Image classification datasets.mp4 (43.2 MB)
    • 2. Arranging image classification dataset.mp4 (23.0 MB)
    • 3. Training an Image classification model.mp4 (41.5 MB)
    • 4. Testing and downloading the model.mp4 (24.2 MB)
    • 5. What we have done so far.mp4 (7.3 MB)
    • 6. Dog breed recognition with images.mp4 (25.0 MB)
    12. Transfer Learning
    • 1. Fruit Recognition with Traansfer Learning.mp4 (9.6 MB)
    • 10. Fruit recognition with Images.mp4 (22.7 MB)
    • 11. Fruit Recognition using live camera footage.mp4 (21.7 MB)
    • 2. Getting fruits dataset for model training.mp4 (15.7 MB)
    • 3. Uploading fruits dataset.mp4 (15.4 MB)
    • 4. Google colab.mp4 (14.7 MB)
    • 5. Training fruit recognition model.mp4 (101.8 MB)
    • 6. Saving trained model in drive.mp4 (13.6 MB)
    • 7. Directly uploading dataset on google colab.mp4 (15.6 MB)
    • 8. Exploring notebook further and testing tflite file.mp4 (59.4 MB)
    • 9. Retraining other models.mp4 (45.1 MB)
    2. Setting up the environment
    • 1. Setting up the code editor.mp4 (10.6 MB)
    • 2. Android studio and emulator.mp4 (24.7 MB)
    • 3. Creating an Android Emulator.mp4 (9.6 MB)
    3. Choosing and capturing images
    • 1. Creating a new React Native Project.mp4 (22.8 MB)
    • 2. Creating GUI of the Application.mp4 (39.4 MB)
    • 3. Choosing images from gallery in React Native.mp4 (62.3 MB)
    • 4. Capturing images using camera in React Native.mp4 (14.4 MB)
    • 5. Overview.mp4 (15.2 MB)
    4. Pretrained Machine Learning Models Use in React Native
    • 1. Section Introduction.mp4 (15.7 MB)
    5. Image Classification
    • 1. Section Introduction.mp4 (14.1 MB)
    • 2. Setting up the project.mp4 (62.0 MB)
    • 3. Adding model inside React native project.mp4 (34.9 MB)
    • 4. Performing image classification.mp4 (53.1 MB)
    • 5. Showing predictions on screen.mp4 (75.8 MB)
    • 6. What we have done so far.mp4 (10.3 MB)
    6. Image Classification live feed
    • 1. Quantization.mp4 (27.5 MB)
    • 2. Creating and running a new react native project.mp4 (18.3 MB)
    • 3. Perofrming image classification with live camera footage.mp4 (77.1 MB)
    • 4. Showing live camera footage in react native.mp4 (64.7 MB)
    • 5. Showing predictions of model on screen.mp4 (57.2 MB)
    • 6. Overview and customisation.mp4 (30.4 MB)
    7. Object Detection
    • 1. Object Detection Section Introduction.mp4 (11.1 MB)
    • 2. Setting up the starter application for object detection.mp4 (71.5 MB)
    • 3. Performing object detection in React Native.mp4 (75.0 MB)
    • 4. Understanding output format.mp4 (41.3 MB)
    • 5. Drawing rectangles around detected objects.mp4 (81.5 MB)
    • 6. Showing names of predictions.mp4 (20.6 MB)
    • 7. Object detection using YOLO.mp4 (26.2 MB)
    8. Pose Estimation
    • 1. Pose Estimation Section Introduction.mp4 (19.2 MB)
    • 2. Importing starter application code.mp4 (75.9 MB)
    • 3. Performing pose estimation in react native using posenet model.mp4 (37.5 MB)
    • 4. Showing results to the user.mp4 (82.2 MB)
    9. Image Segmentation
    • 1. Image Segmentation Section Introduction.mp4 (28.7 MB)
    • 2. Setting up the starter project for image segmentation.mp4 (45.2 MB)
    • 3. Performing Image Segmentation using Deeplab model.mp4 (83.8 MB)
    • 4. Clarifying some concepts.mp4 (16.4 MB)
    • Bonus Resources.txt (0.3 KB)

Description

Machine Learning use in React Native, The Practical Guide



https://CourseHulu.com

Genre: eLearning | MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz
Language: English | Size: 1.98 GB | Duration: 4h 28m
Build smart Android & IOS application in React Native, Train Machine Learning Models build 10+ React Native Apps
What you'll learn
Use of Machine learning models with images from gallery and camera in React Native
Use of Tensorflow lite models in React Native
Training Machine Learning models for React Native Applications
Live Feed Image classification and Object Detection in React Native
Image Segmentation and Pose Estimation in React Native
Building Machine learning based Realtime React Native Applications
Machine Learning models use in React Native to build Smart Android and IOS Applications

Description
Welcome to the Machine Learning use in React Native, The Practical Guide

Covering all the fundamental concepts of using ML models inside React Native applications, this is the most comprehensive React Native ML course available online.

The important thing is you don't need to know background working knowledge of Machine learning and computer vision to use ML models inside React Native and train them.



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Udemy - Machine Learning use in React Native, The Practical Guide


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