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Flutter AI Photo Editor — Build a Canva App from Scrath
Rating: 4.9 out of 5(5 ratings)
51 students

Flutter AI Photo Editor — Build a Canva App from Scrath

Remove backgrounds, edit photos with AI, and build a polished Flutter app — 100% offline, powered by image segmentation
Last updated 4/2026
English

What you'll learn

  • Use an on-device image segmentation model in Flutter with no internet or paid APIs
  • Build a full-featured Flutter app that removes and replaces image backgrounds
  • Understand how image segmentation works and its real-world applications
  • Apply transparent and custom backgrounds to segmented images
  • Save the transparent or edited images to the device gallery
  • Add smooth animations when removing image backgrounds
  • Implement sharing features to send edited images directly from the app
  • Build a complete AI-powered mobile app in Flutter from scratch

Course content

9 sections40 lectures2h 53m total length
  • Introduction2:13
  • Image Segmentation & Its Applications4:55

    Explore image segmentation by classifying each pixel with a mask to separate the person from the background, enabling transparent images and ML-powered apps in Flutter.

Requirements

  • A Windows, macOS, or Linux system for development

Description

Have you ever used a background remover app and thought — I want to build something like this?


This course shows you exactly how.


You'll build a complete, production-ready AI photo editing app in Flutter — with one-tap background removal, smart editing tools, and a Canva-style layered UI. Everything runs directly on the device. No internet. No cloud. No API bills.


Under the hood, you'll use TensorFlow Lite image segmentation — one of the most impressive on-device AI techniques available for mobile developers today.


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What You Will Build

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A fully featured AI photo editing app including:


✦ One-Tap AI Background Remover

Remove image backgrounds instantly using on-device AI — no upload, no waiting, no API key required.


✦ Smart Background Replacement

Swap removed backgrounds with solid colors, gradients, custom photos, and creative presets.


✦ Canva-Style Layered Editing

Pan, zoom, rotate, and layer elements with smooth gesture controls and a polished modern UI.


✦ Camera & Gallery Integration

Import photos from your gallery or capture new ones directly from the camera, then export high-quality results.


✦ 100% Offline AI Processing

All AI inference runs on the user's device. Works in airplane mode. No internet, no third-party dependency.


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What You Will Learn

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• How to integrate TFLite image segmentation models into Flutter apps

• How to process, mask, and manipulate images at the pixel level in Dart

• Building advanced Flutter UIs — gestures, transformations, layered editors

• Camera and gallery handling for real-world Flutter apps

• Clean, scalable Flutter architecture for AI-powered apps

• How to optimize on-device AI models for smooth mobile performance

• Preparing your app for App Store and Google Play submission


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Who This Course Is For

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• Flutter developers who want to add impressive AI features to their apps

• Developers who want a strong, real-world portfolio project

• Anyone building photo, design, or creative tools in Flutter

• Developers who want to learn on-device AI without cloud complexity

• Beginners to AI — no machine learning experience required, just basic Flutter & Dart


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Why This Course Is Different

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Most Flutter AI courses plug into cloud APIs. When those APIs change pricing, your app breaks overnight.


This course teaches you to build AI that lives inside the app — on the device, in the user's hands. It's faster, it's private, and it never sends a request to a server.


You'll build the same core technology used inside apps like Canva, PicsArt, Pixelcut, and Background Eraser — without depending on any external service.


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What's Included

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• Full source code for every feature built in the course

• High-quality design assets used in the app

• App Store & Google Play deployment guide

• TFLite model optimization tips for performance

• Lifetime access with updates as AI technology evolves


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By the end of this course, you'll have a real, polished AI photo editing app — built entirely by you, running entirely on-device, and ready to publish.


Enroll now and start building.

Who this course is for:

  • Anyone who wants to build an AI-powered background remover app without relying on paid APIs or cloud services
  • Beginners in Flutter who are ready to take their skills to the next level with real-world projects
  • Flutter developers who want to integrate AI and machine learning features into their apps
  • Students and tech enthusiasts curious about ML in mobile development
  • Developers interested in building offline-capable AI apps in Flutter
  • Mobile app developers looking to explore on-device image segmentation