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Top 20 Swift Coreml Projects
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FluidAudio
Frontier CoreML audio models in your apps — text-to-speech, speech-to-text, voice activity detection, and speaker diarization. In Swift, powered by SOTA open source.
Project mention: Show HN: MimicScribe – transcriber with ~97% accurate on-device speaker IDing | news.ycombinator.com | 2026-06-05 -
Apple-Silicon-Guide
Apple Silicon Guide. Learn all about the A17 Pro, A16 Bionic, R1, M1-series, M2-series, and M3-series chips. Along with all the Devices, Operating Systems, Tools, Gaming, and Software that Apple Silicon powers.
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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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Lumina
A camera designed in Swift for easily integrating CoreML models - as well as image streaming, QR/Barcode detection, and many other features
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similarity-search-kit
🔎 SimilaritySearchKit is a Swift package providing on-device text embeddings and semantic search functionality for iOS and macOS applications.
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DeTeXt
iOS app that detects LaTeX symbols from drawings. Built using PencilKit, SwiftUI, Combine and CoreML for iOS 14(or greater) and macOS 11(or greater).
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SwiftSemanticSearch
Real-time on-device text-to-image and image-to-image Semantic Search with video stream camera capture using USearch & UForm AI Swift SDKs for Apple devices 🍏
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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.
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Project mention: Ollama is now powered by MLX on Apple Silicon in preview | news.ycombinator.com | 2026-03-30
Depending on the use case, the future is already here.
For example, last week I built a real-time voice AI running locally on iPhone 15.
One use case is for people learning speaking english. The STT is quite good and the small LLM is enough for basic conversation.
https://github.com/fikrikarim/volocal
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Project mention: Show HN: NeuralForge – Fine-Tune LLMs on Your Mac Using Apple Neural Engine | news.ycombinator.com | 2026-03-12
- Some UI features are still stubs (being honest)
Setup: git clone + bash setup.sh (one command)
The hardest part was ANE itself. There's basically zero documentation on using it for training — it's designed for inference only. I had to reverse-engineer the MIL compiler, figure out the 119-kernel compilation limit per process, and build an exec() restart mechanism that transparently re-launches the training process to get fresh kernel budget.
MIT licensed: https://github.com/Khaeldur/NeuralForge
Happy to answer questions about ANE internals.ye
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apple-silicon-llm-bench
Neutral, reproducible benchmark for local LLMs on Apple Silicon (Mac · iPhone · iPad) — MLX, llama.cpp, CoreML, Apple Foundation Models
Project mention: Show HN: iPhone ANE holds LLM tok/s while MLX and LiteRT thermal-throttle | news.ycombinator.com | 2026-06-03 -
Parrot
🦜 Free, open-source macOS meeting recorder — real-time transcription, 100% on-device, no cloud, no API costs. Built with SwiftUI + WhisperKit. (by turantekin)
Project mention: Show HN: Parrot: Free, open-source macOS meeting recorder. 100% on-device | news.ycombinator.com | 2026-04-16
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 Coreml discussion
Swift Coreml related posts
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Show HN: MimicScribe – transcriber with ~97% accurate on-device speaker IDing
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Show HN: NeuralForge – Fine-Tune LLMs on Your Mac Using Apple Neural Engine
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RetroGaming on Apple Silicon
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Mac Pro Enthusiasts Raise Concerns Over Upgrade Limitations of Apple Silicon
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Any tips on saving a image with removed background as an png to firebase?
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StoneToss (political cartoonist who enjoys offending) launched his NFTs yesterday. They sold out in 22 minutes, OpenSea banned the collection within the first 6 hours after 100eth+ transactions had occurred. Rarible just banned the collection in the past hour.
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DeTeXt - iOS, iPadOS and macOS app that can detect LaTeX commands from drawings. Open-source and built using SwiftUI
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A note from our sponsor - SaaSHub
www.saashub.com | 14 Jun 2026
Index
What are some of the best open-source Coreml projects in Swift? This list will help you:
| # | Project | Stars |
|---|---|---|
| 1 | MochiDiffusion | 7,892 |
| 2 | iOS 11 by Examples | 3,290 |
| 3 | FluidAudio | 2,162 |
| 4 | Apple-Silicon-Guide | 1,880 |
| 5 | CoreML-in-ARKit | 1,693 |
| 6 | NSFWDetector | 1,663 |
| 7 | Lumina | 913 |
| 8 | iowncode | 911 |
| 9 | similarity-search-kit | 530 |
| 10 | BackgroundRemoval | 272 |
| 11 | teemoji | 197 |
| 12 | DeTeXt | 173 |
| 13 | CoreMLPlayer | 167 |
| 14 | SwiftSemanticSearch | 150 |
| 15 | CLIP-Finder2 | 91 |
| 16 | volocal | 79 |
| 17 | face-id | 22 |
| 18 | NeuralForge | 8 |
| 19 | apple-silicon-llm-bench | 4 |
| 20 | Parrot | 2 |
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