SwiftCoreMLTools
A Swift library for programmatically creating and exporting CoreML models using a Swift-native DSL and API.
What is SwiftCoreMLTools?
SwiftCoreMLTools is a Swift library designed for creating and exporting CoreML models programmatically in Swift. It solves the problem of cumbersome CoreML model generation by providing a Swift-native DSL and API, allowing developers to define neural networks, specify layers and activations, and export models to CoreML format without directly manipulating protobuf structures.
Swift developers and machine learning practitioners working on iOS/macOS projects who need to generate, customize, or export CoreML models, especially those using Swift for TensorFlow or requiring on-device training capabilities.
Developers choose SwiftCoreMLTools for its Swifty, expressive syntax that simplifies CoreML model creation compared to low-level protobuf manipulation. It uniquely supports creating personalizable models for on-device training and offers both a declarative DSL and a flexible programmatic API.
Overview
A Swift library for creating and exporting CoreML Models in Swift
Use Cases
Best For
- Exporting Swift for TensorFlow models to CoreML format
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