Matthijs Hollemans's repositories
neural-engine
Everything we actually know about the Apple Neural Engine (ANE)
CoreMLHelpers
Types and functions that make it a little easier to work with Core ML in Swift.
YOLO-CoreML-MPSNNGraph
Tiny YOLO for iOS implemented using CoreML but also using the new MPS graph API.
MobileNet-CoreML
The MobileNet neural network using Apple's new CoreML framework
BlazeFace-PyTorch
The BlazeFace face detector model implemented in PyTorch
coreml-survival-guide
Source code for the book Core ML Survival Guide
MHRotaryKnob
UIControl for iOS that acts like a rotary knob
synth-plugin-book
Source code for the book Code Your Own Synth Plug-Ins With C++ and JUCE
reliability-diagrams
Reliability diagrams visualize whether a classifier model needs calibration
mda-plugins-juce
JUCE implementations of the classic MDA audio plug-ins
coreml-training
Source code for my blog post series "On-device training with Core ML"
Inception-CoreML
Running Inception-v3 on Core ML
CoreML-Custom-Layers
Source code for the blog post "Custom Layers in Core ML"
synth-recipes
Code snippets of sound synthesis algorithms in C++
TinyML-HelloWorld-ArduinoUno
The TinyML "Hello World" sine wave model on Arduino Uno v3
RNN-Drummer-Swift
Using a recurrent neural network to teach the iPhone to play drums
BuildYourOwnLispInSwift
A simple LISP interpreter written in Swift
SemanticSegmentationMetalDemo
Drawing semantic segmentation masks with Metal
sefr-swift
The SEFR classifier implemented in Swift
Railroad-Diagrams-Swift
Library for making railroad diagrams in Swift
Logistic-Regression-Swift
A basic example of how to implement logistic regression in Swift
Audio-Plugin-Development-Resources
Various resources related to developing plugins for audio production.
Awesome-Audio-DSP
My curated list of audio DSP and plugin development resources
coremltools
Core ML Community Tools.
pytorch-image-models
PyTorch image models, scripts, pretrained weights -- (SE)ResNet/ResNeXT, DPN, EfficientNet, MixNet, MobileNet-V3/V2, MNASNet, Single-Path NAS, FBNet, and more
tensorflow
An Open Source Machine Learning Framework for Everyone
transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.