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Daisuke Majima (MLBoy)

On-device AI. Core AI model zoo (60+ models) · devicemark iPhone LLM leaderboard · author of "The Art of Core AI" → github.com/john-rocky

LiteRT vs TensorFlow Lite: what changed, plus the old-name new-name cheat sheet

LiteRT vs TensorFlow Lite: what changed, plus the old-name new-name cheat sheet

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6 min read

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iPhone on-device LLM: the GPU wins the sprint, the Neural Engine wins the marathon

iPhone on-device LLM: the GPU wins the sprint, the Neural Engine wins the marathon

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3 min read
Filling object detection's last mile: peaceofcake (D-FINE & RF-DETR, Apache 2.0)

Filling object detection's last mile: peaceofcake (D-FINE & RF-DETR, Apache 2.0)

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7 min read
How to use the TensorFlow Object Detection API (inference, with Colab)

How to use the TensorFlow Object Detection API (inference, with Colab)

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4 min read
Brightening dark images with machine learning (GLADNet)

Brightening dark images with machine learning (GLADNet)

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2 min read
Resuming training in PyTorch: save and load the optimizer too

Resuming training in PyTorch: save and load the optimizer too

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2 min read
Run a ChatGPT-class chatbot in 5 minutes with FlexGen (in Colab)

Run a ChatGPT-class chatbot in 5 minutes with FlexGen (in Colab)

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2 min read
I built a CLI that reads Claude Code's responses aloud (Zundamon TTS)

I built a CLI that reads Claude Code's responses aloud (Zundamon TTS)

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3 min read
A Swift library to run Segment Anything natively on iOS (SamKit)

A Swift library to run Segment Anything natively on iOS (SamKit)

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5 min read
Type 'dog' to detect a dog: running YOLO-World on iPhone

Type 'dog' to detect a dog: running YOLO-World on iPhone

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5 min read
Real-time relighting of Gaussian Splatting reflections on iPhone (Metal)

Real-time relighting of Gaussian Splatting reflections on iPhone (Metal)

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9 min read
Adding UI to Google Colab: forms, sliders, buttons and more

Adding UI to Google Colab: forms, sliders, buttons and more

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2 min read
Make a 3D model on iPhone just by taking photos (RealityKit Photogrammetry)

Make a 3D model on iPhone just by taking photos (RealityKit Photogrammetry)

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2 min read
Japanese OCR on iPhone with the Vision framework

Japanese OCR on iPhone with the Vision framework

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1 min read
How I became a freelance engineer earning 1M yen/month from zero experience

How I became a freelance engineer earning 1M yen/month from zero experience

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5 min read
On-device LLM on iPhone: which runtime is fastest? MLX vs llama.cpp vs LiteRT-LM vs CoreML

On-device LLM on iPhone: which runtime is fastest? MLX vs llama.cpp vs LiteRT-LM vs CoreML

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4 min read
A relightable Gaussian Splatting x AR product viewer on iPhone

A relightable Gaussian Splatting x AR product viewer on iPhone

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3 min read
Fine-tuning a VLM to build an on-device fashion-scoring app

Fine-tuning a VLM to build an on-device fashion-scoring app

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5 min read
The simplest possible SwiftUI MVVM

The simplest possible SwiftUI MVVM

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5 min read
Prompt tips for realistic human images with Stable Diffusion

Prompt tips for realistic human images with Stable Diffusion

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3 min read
Real-time object detection on iPhone with YOLO26

Real-time object detection on iPhone with YOLO26

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4 min read
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