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Top 11 Swift Machine Learning Projects
Easily craft fast Neural Networks on iOS! Use TensorFlow models. Metal under the hood.
Simple project to detect objects and display 3D labels above them in AR. This serves as a basic Template for an ARKit project to use CoreML.
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A NSFW (aka porn) detector with CoreML
A toolbox of AI modules written in Swift: Graphs/Trees, Support Vector Machines, Neural Networks, PCA, K-Means, Genetic Algorithms
Artificial intelligence/machine learning data structures and Swift algorithms for future iOS development. bayes theorem, neural networks, and more AI.
A lightweight library to calculate tensors in Swift, which has similar APIs to TensorFlow's
A Swift library for creating and exporting CoreML Models in Swift
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Accelerated tensor operations and dynamic neural networks based on reverse mode automatic differentiation for every device that can run Swift - from watchOS to LinuxProject mention: Machine learning modules for swift | reddit.com/r/swift | 2022-10-25
Lastly, there are some third party libraries that you could try. I wrote a machine learning / deep learning library for Swift a while ago: DL4S. It does not have GPU acceleration (yet), so it won't allow you to do large ML workloads, but it has no problem with datasets like MNIST and it has an API similar to PyTorch/Tensorflow 2.
A framework for building fast genetic algorithms in Swift.
Swift for TensorFlowProject mention: Future of swift on non Apple platforms (and non Arm architectures) | reddit.com/r/swift | 2022-08-14
There has been active work recently on Swift for Tensorflow: https://github.com/s4tf/s4tf
Generate sniglets with machine learning!Project mention: Just published a major feature update to my sniglet generator, written in SwiftUI/Catalyst! | reddit.com/r/SwiftUI | 2022-02-19
Swift Machine Learning related posts
Machine learning modules for swift
1 project | reddit.com/r/swift | 25 Oct 2022
Should I use accelerate or another library for simple, np.sum-like, matrix operations?
1 project | reddit.com/r/swift | 4 May 2022
August Review 2021
3 projects | dev.to | 2 Sep 2021
[P] AppleNeuralHash2ONNX: Reverse-Engineered Apple NeuralHash, in ONNX and Python
4 projects | reddit.com/r/MachineLearning | 17 Aug 2021
Swift on the Server in 2020
3 projects | news.ycombinator.com | 25 Apr 2021
I'm making personalized voice super easy to use in iOS, and need help testing!
1 project | reddit.com/r/iOSProgramming | 24 Apr 2021
Anyone taking part or has taken part in the Swift Student Challenge?
2 projects | reddit.com/r/swift | 5 Apr 2021
A note from our sponsor - Scout APM
scoutapm.com | 29 Nov 2022
What are some of the best open-source Machine Learning projects in Swift? This list will help you: