react-native-ml-inference
OfficialOn-device ML inference with TensorFlow.js for React Native
Authorai-enhanced-engineer
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill addresses the challenges of on-device machine learning inference in React Native applications using TensorFlow.js, providing solutions for model preprocessing, memory management, and testability.
Core Features & Use Cases
- Teachable Machine Model Preprocessing: Standardizes input normalization for Teachable Machine models.
- Tensor Memory Management: Offers guidance on using
tf.tidyand manual disposal to prevent memory leaks. - Jest Mock Patterns: Provides Jest configuration and mock patterns for testing tensor operations.
- Use Case: Ideal for developers integrating TensorFlow.js models into React Native apps, aiming to optimize inference performance and memory usage.
Quick Start
Use the react-native-ml-inference skill to preprocess an image and perform inference on your Teachable Machine model.
Dependency Matrix
Required Modules
None requiredComponents
scripts
💻 Claude Code Installation
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Please help me install this Skill: Name: react-native-ml-inference Download link: https://github.com/ai-enhanced-engineer/aiee-skills/archive/main.zip#react-native-ml-inference Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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