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coreml

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On-device AI for iOS apps.

Software Engineering#machine learning#swift#ios#inference#coreml#on-device ai#vision framework
Authorshopmikey-solutions
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill enables developers to integrate and optimize machine learning models directly within iOS applications for on-device inference, enhancing user privacy and offline capabilities.

Core Features & Use Cases

  • Model Integration: Load and run Core ML models (.mlmodelc, .mlpackage) using auto-generated Swift classes or manual MLFeatureProvider.
  • Performance Optimization: Configure compute units (CPU, GPU, Neural Engine), utilize MLTensor for efficient data manipulation, and profile performance with MLComputePlan.
  • Use Case: Integrate a custom image classification model into an iOS app to identify objects in real-time without sending data to a server, providing instant feedback to the user.

Quick Start

Use the coreml skill to load the 'MyImageClassifier' model and make a prediction with the provided pixel buffer.

Dependency Matrix

Required Modules

None required

Components

references

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: coreml
Download link: https://github.com/shopmikey-solutions/Shopmikeyapp/archive/main.zip#coreml

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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