کورس یادگیری ماشینی در Flutter

با مشاهده این کورس آموزشی از طریق انجام پروژه های واقعی و به زبانی بسیار ساده مطالب فراوانی را در رابطه با فلاتر یاد می گیرید.

عنوان اصلی : Machine Learning use in Flutter, The Complete Guide

این مجموعه آموزش ویدیویی محصول موسسه آموزشی Udemy است که بر روی 1 حلقه دیسک ارائه شده و به مدت زمان 5 ساعت و 12 دقیقه در اختیار علاقه مندان قرار می گیرد.

در ادامه با برخی از سرفصل های درسی این مجموعه آموزش آشنا می شویم :

Introduction :
Course Curriculum

Image Picker and Camera Libraries :
Image Picker Library for Flutter App Development
Flutter Image Picker Application Testing
Camera Package Setup for Flutter
Flutter Camera Package Code

Firebase ML Kit :
Firebase ML kit section Introduction
Firebase ML Kit introduction

Image Labeling using ML Kit :
Flutter Image Labeling Section Introduction
Importing Starter code for image labeling
Image labeling starter code explanation
Creating firebase project for image labeling
Adding Firebase ML Vision library in Flutter Application
Testing Firebase Image labeling application
Importing Image Labeling live feed application starter code
Flutter Camera Package Code
Flutter Image Labeling live feed application code
Flutter Image labeling live feed application testing

Section Barcode Scanning :
Flutter Barcode Scanning Section Introduction
Importing Starter code for Flutter Barcode Scanning
Flutter Barcode Scanning code
Flutter Barcode Scanning Application Testing
Flutter Barcode Scanning Live Feed Application code
Flutter Barcode Scanning Live feed Application Testing

Section Text Recognition :
Flutter Text Recognition Section Introduction
Importing Starter code for Flutter Text Recognition
Writing Flutter Text Recognition Code
Testing Flutter Text Recognition Application

Section Face Detection :
Flutter Face Detection Section Introduction
Flutter Face Detection Application Flow
Flutter Face Detection code
Flutter drawing rectangles around detected faces
Firebase ML Kit Quiz
Pretrained Tensorflow lite models
Pretrained Tensorflow lite models Section Introduction

Section Image Classification :
Flutter Image classification Section introduction
Importing Starter code for Flutter Image classification application
Starter code explanation for Flutter Image classification
Writing flutter image classification code
Testing flutter image classification application
Importing Flutter live feed Image classification application starter code
Starter code explanation of Flutter Live feed Image classification application
Writing Flutter Image classification code
Testing live feed image classification flutter application

Section object detection :
Flutter Object detection section introduction
Importing Application code object detection flutter
Flutter Object detection code
Flutter Drawing Rectangles around detected objects
Importing the code for live feed object detection flutter application
Testing object detection live feed flutter application
Flutter Live feed object detection application code

Section human pose estimation :
Flutter Pose estimation section introduction
Importing Flutter Pose estimation Application code
Flutter Pose estimation code
Importing pose estimation live feed flutter application code
Flutter Live feed pose estimation application demo
Using PoseNet model for Flutter Live feed pose estimation application

Image segmentation section :
Flutter Image Segmentation Section Introduction
Importing Flutter Image Segmentation Application code
Flutter using DeepLab model for image segmentation
Section Training Image Classification Models
Section Introduction
Machine Learning and Image classification

Dog Breed Classification :
Flutter Getting the dataset for model training
Flutter Training the model
Flutter Dog Breed Classification Application
Flutter Live feed dog breed classification application
Testing live feed dog breed classification application

Fruits Recognition using Transfer Learning:
Transfer Learning introduction
Flutter Getting the dataset for model training
Flutter Training fruit recognition model
Flutter Testing Live feed fruits recognition application
Develop Fruit recognition flutter application

مشخصات این مجموعه :
زبان آموزش ها انگلیسی روان و ساده
دارای آموزشهای ویدیویی و دسته بندی شده
ارائه شده بر روی 1 حلقه دیسک
مدت زمان آموزش 5 ساعت و 12 دقیقه !
محصول موسسه آموزشی Udemy