Smart Camera
A Flutter camera application combining on-device detection, visual guidance and a local capture flow.
Explore the buildThe challenge
The problem behind the build
Live camera inference can compete with rendering and make a phone interface feel unresponsive.
The approach
How the pieces fit together
The camera screen gates inference, prevents overlapping analysis and moves image conversion into a background isolate. Detection, guidance and capture storage are separate services.
Capabilities
Inside the implementation
Camera preview and TensorFlow Lite object detection
Guidance overlays and image capture
Gallery, history and learning interfaces
Technology
The stack behind this project
FlutterDartTensorFlow Lite
Project scope
A mobile prototype; detection capability is not presented as a guaranteed accuracy or safety system.
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Related work
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