vision_flow 0.0.1
vision_flow: ^0.0.1 copied to clipboard
A Flutter plugin for real-time vision tasks
0.0.1 #
- Initial release of VisionFlow Plugin.
- Complete architectural overhaul and renaming from
signify_visiontoVisionFlow. - New APIs:
VisionFlow.loadModel()to select your model file and backend dynamically.VisionFlow.configure()to choosehands,face,pose, andsequenceLengthdynamically.
- Modular Backend Architecture: Added generic
ModelRunnerinterface supporting bothPyTorchRunnerandTFLiteRunner. - Feature Extraction Pipeline: Modified MediaPipe Hand/Face integration to output specifically 330 coordinates per frame matching the WLASL notebook model format.
- Sequence Normalization: Built-in sequence normalization across
sequenceLengthbuffers directly inFrameBuffer, correctly centering landmarks on the nose relative point per sequence. - Flutter Event Streams: Changed
predictionsAPI to return a formattedPredictionResultwith classification index.