Matthijs Hollemans's repositories
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
TensorFlow-iOS-Example
Source code for my blog post "Getting started with TensorFlow on iOS"
MHRotaryKnob
UIControl for iOS that acts like a rotary knob
VGGNet-Metal
iPhone version of the VGGNet convolutional neural network for image recognition
Swift-3D-Demo
Shows how to draw a 3D object without using shaders
SoundBankPlayer
Sample-based audio player for iOS that uses OpenAL.
coreml-training
Source code for my blog post series "On-device training with Core ML"
metal-gpgpu
Collection of notes on how to use Apple’s Metal API for compute tasks
Inception-CoreML
Running Inception-v3 on Core ML
AudioBufferPlayer
Class for doing simple iOS sound synthesis using Audio Queues.
InsideCoreML
Python script to examine Core ML's mlmodel files
BNNS-vs-MPSCNN
Compares the speed of Apple's two deep learning frameworks: BNNS and Metal Performance Shaders
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
MPS-Matrix-Multiplication
Playing with the Metal Performance Shaders matrix multiplication kernel
Railroad-Diagrams-Swift
Library for making railroad diagrams in Swift
Logistic-Regression-Swift
A basic example of how to implement logistic regression in Swift
iOSDevDirectory
the iOS Dev Directory
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