Curriculum
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Flutter Artificial Intelligence Course -...
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Curriculum
Flutter Artificial Intelligence Course - Build 15+ AI Apps
1. Introduction
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1. Course Introduction
Video lesson
Preview
2. Complete Setup -- Download & Install Flutter SDK
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1. For Windows Users - Flutter Complete Setup
Video lesson
2. For MAC Users - Flutter Complete Setup
Video lesson
3. Cat vs Dog Detector App
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1. Creating Project and Installing Dependences
Video lesson
2. Adding SplashScreen
Video lesson
3. Creating Home Page
Video lesson
4. Home Page Design - Completed
Video lesson
5. Downloading Dataset and Perform Training on Dataset - Get Trained Model
Video lesson
6. Adding TFlite Functions
Video lesson
7. Creating Functions for Capturing Image and Pick Image from Gallery
Video lesson
8. Completing App and Texting the App
Video lesson
4. Face Mask Detection App
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1. create new project
Video lesson
2. Add Splash Screen
Video lesson
3. Implement Live Camera Feature
Video lesson
4. Add and Load TfLite Model for Face Mask Detection
Video lesson
5. Run Model on Camera Stream Frames
Video lesson
6. Finishing the App and Testing the App
Video lesson
5. Cats Breed Identifier App
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1. Ceating and Setting up the project
Video lesson
2. Completing the SplashScreen
Video lesson
3. Completing the Home Page Design
Video lesson
4. Creating Funtions for Uploading and Capturing Photos
Video lesson
5. Download Model and Training it
Video lesson
6. Installing Tflite and ImagePicker
Video lesson
7. Adding Image Recognition Funtions and Testing our App
Video lesson
6. Flower Types Identifier App
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1. Setup the Project & Everything
Video lesson
2. Installing TfLite in our App
Video lesson
3. Downloading our Dataset and Training our Model
Video lesson
4. Creating Funtions and Testing our app
Video lesson
7. Avengers Characters Recogniser App
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1. Setup the Project Ui & Everything
Video lesson
2. Download Dataset and Training our Model
Video lesson
3. Installing TfLite in our application
Video lesson
4. Creating Funtions and Testing our App
Video lesson
8. Image Captions Generator App - ((NLP) Natural Language Processing Algorithm)
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1. Create and Setting up Project
Video lesson
2. Add Splash Screen
Video lesson
3. HomeScreen part 1
Video lesson
4. HomeScreen part 2
Video lesson
5. HomeScreen part 3
Video lesson
6. Implement Capture Image and Pick image from Gallery Functions
Video lesson
7. Create API Service
Video lesson
8. Get Image Caption Predictions Response from API
Video lesson
9. Calling the getResponse Function
Video lesson
10. Implement Live Camera Stream Function
Video lesson
11. Finalising the App and Testing the App
Video lesson
9. Live Object Detection App
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1. Create and Setup New Project
Video lesson
2. Install Required Packages
Video lesson
3. Implement Live Camera Function
Video lesson
4. Add Object Detection Model to our Project
Video lesson
5. Load Model into our Flutter Project
Video lesson
6. Run Model on Stream Frame
Video lesson
7. Implement Boxes Around Detected Objects Function
Video lesson
8. Finishing the App and Testing the App
Video lesson
10. Pose Estimation App
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1. Create and Setup Project
Video lesson
2. Add Splash Screen
Video lesson
3. Create Home Page
Video lesson
4. Implement Live Camera Function
Video lesson
5. Add Model and Load Model
Video lesson
6. Run Model on Stream Frame
Video lesson
7. Finish the App and Testing the App
Video lesson
11. Jarvis Objects Recogniser App - (Convolutional Neural Network (CNN) Algorithm)
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1. Create Project & Setup Everything
Video lesson
2. Add Splash Screen
Video lesson
3. Create Home Page
Video lesson
4. Initialise Live Camera
Video lesson
5. Implement Live Camera Function
Video lesson
6. Add Model in our Project and Load Model
Video lesson
7. Run Model on Camera Stream Frames
Video lesson
8. Finish the App and Testing the App
Video lesson
12. Dogs Breed Identifier App
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1. Create and Setup New Project
Video lesson
2. Splash Screen
Video lesson
3. Implement Live Camera Feature for Dogs Breed Recognition
Video lesson
4. Load Model and Run Model for Dog's Breed Live Identification
Video lesson
5. Finishing the App and Testing the App
Video lesson
13. Fruits Recogniser App
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1. Create New Project and Installing Dependencies
Video lesson
2. Splash Screen
Video lesson
3. Implement Live Camera Feature
Video lesson
4. Load Model and Run Model
Video lesson
5. Finishing the App and Testing the App
Video lesson
14. Face Detection App - (Google Machine Learning Vision)
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1. Create and Setup Project
Video lesson
2. Add Splash Screen and Installing Dependencies
Video lesson
3. Setup the Google Machine Learning Vision
Video lesson
4. Image Stream Frame Scanner Utils
Video lesson
5. Implement Live Camera Stream Feature
Video lesson
6. Toggle between Front Camera and Back Camera
Video lesson
7. Perform Face Detection on Camera Stream Frame
Video lesson
8. Draw Rectangles around All Detected Faces in Live Camera Stream Frame
Video lesson
9. Finishing the app and Testing the app
Video lesson
Video lesson
1. Course Introduction
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