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Top 16 Swift Machine Learning Projects
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CoreML-in-ARKit
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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AIToolbox
A toolbox of AI modules written in Swift: Graphs/Trees, Support Vector Machines, Neural Networks, PCA, K-Means, Genetic Algorithms
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Swift-Brain
Artificial intelligence/machine learning data structures and Swift algorithms for future iOS development. bayes theorem, neural networks, and more AI.
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TensorSwift
A lightweight library to calculate tensors in Swift, which has similar APIs to TensorFlow's
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SaaSHub
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DL4S
Accelerated tensor operations and dynamic neural networks based on reverse mode automatic differentiation for every device that can run Swift - from watchOS to Linux
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CLIP-Finder2
CLIP-Finder enables semantic offline searches of images from gallery photos using natural language descriptions or the camera. Built on Apple's MobileCLIP-S0 architecture, it ensures optimal performance and accurate media retrieval.
Here's an open source iOS app[1] that does that. Incidentally, it's built using Apple's own MobileCLIP[2] models.
[1]: https://github.com/fguzman82/CLIP-Finder2
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Project mention: A Picture Is Worth 170 Tokens: How Does GPT-4o Encode Images? | news.ycombinator.com | 2024-06-07
I also wrote a Swift CLI that wraps over the Vision framework: https://github.com/nexuist/seev
Text extraction is included (including the ability to specify custom words not found in the dictionary) but there are also utilities for face detection, classification, etc.
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NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
Swift Machine Learning discussion
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LlamaChat abnormally bad with LLaMa-7B
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Machine learning modules for swift
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Should I use accelerate or another library for simple, np.sum-like, matrix operations?
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August Review 2021
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[P] AppleNeuralHash2ONNX: Reverse-Engineered Apple NeuralHash, in ONNX and Python
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Swift on the Server in 2020
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A note from our sponsor - CodeRabbit
coderabbit.ai | 27 Mar 2025
Index
What are some of the best open-source Machine Learning projects in Swift? This list will help you:
| # | Project | Stars |
|---|---|---|
| 1 | Bender | 1,800 |
| 2 | CoreML-in-ARKit | 1,679 |
| 3 | NSFWDetector | 1,612 |
| 4 | LlamaChat | 1,495 |
| 5 | AIToolbox | 795 |
| 6 | Swift-Brain | 334 |
| 7 | TensorSwift | 324 |
| 8 | SwiftCoreMLTools | 162 |
| 9 | CoreMLPlayer | 160 |
| 10 | Neuron | 128 |
| 11 | DL4S | 105 |
| 12 | CLIP-Finder2 | 73 |
| 13 | Revolver | 29 |
| 14 | seeV | 26 |
| 15 | swift-ranker | 13 |
| 16 | sniglet | 8 |
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