Discover hollance/sefr-swift Open Source project

A neural network toolkit for Metal

1,373

Forge

Tiny YOLO for iOS implemented using CoreML but also using the new MPS graph API.

1,270

YOLO-CoreML-MPSNNGraph

The MobileNet neural network using Apple's new CoreML framework

936

MobileNet-CoreML

A custom tab bar controller for iOS 5

705

MHTabBarController

Source code for my blog post "Getting started with TensorFlow on iOS"

488

TensorFlow-iOS-Example

The BlazeFace face detector model implemented in PyTorch

441

BlazeFace-PyTorch

Source code for the book Core ML Survival Guide

427

coreml-survival-guide

UIControl for iOS that acts like a rotary knob

246

MHRotaryKnob

iPhone version of the VGGNet convolutional neural network for image recognition

196

VGGNet-Metal

Shows how to draw a 3D object without using shaders

182

Swift-3D-Demo

Source code for the book Code Your Own Synth Plug-Ins With C++ and JUCE

180

synth-plugin-book

This project is now deprecated.

172

MHLazyTableImages

Sample-based audio player for iOS that uses OpenAL.

157

SoundBankPlayer

Reliability diagrams visualize whether a classifier model needs calibration

156

reliability-diagrams

A UIScrollView subclass that shows previews of the pages on the left and right.

136

MHPagingScrollView

JUCE implementations of the classic MDA audio plug-ins

132

mda-plugins-juce

124

TheKissOfShame

DSP Magnetic Tape Emulation

Collection of notes on how to use Apple’s Metal API for compute tasks

103

metal-gpgpu

101

coreml-training

Source code for my blog post series "On-device training with Core ML"

Running Inception-v3 on Core ML

Inception-CoreML

A fast matrix type for Swift

Matrix

Class for doing simple iOS sound synthesis using Audio Queues.

AudioBufferPlayer

This code is now deprecated.

MHNibTableViewCell

Source code for the blog post "Custom Layers in Core ML"

CoreML-Custom-Layers

Python script to examine Core ML's mlmodel files

InsideCoreML

Compares the speed of Apple's two deep learning frameworks: BNNS and Metal Performance Shaders

BNNS-vs-MPSCNN

Allows you to combine a JPEG with a second image to give it transparency.

TransparentJPEG

The TinyML "Hello World" sine wave model on Arduino Uno v3

TinyML-HelloWorld-ArduinoUno

Code snippets of sound synthesis algorithms in C++

synth-recipes

Color theme for Xcode 8 based on the colors from the WWDC 2016 slides

WashedOut

RNN-Drummer-Swift

Using a recurrent neural network to teach the iPhone to play drums

A simple LISP interpreter written in Swift

BuildYourOwnLispInSwift

Drawing semantic segmentation masks with Metal

SemanticSegmentationMetalDemo

Lowpass filter + saturation audio effect plug-in

krunch

Category on UIViewController that makes it easy to present modal view controllers that only partially cover the screen.

MHSemiModal

Live visualization of convolutional neural network using the iPhone's camera

Deepfish

Playing with the Metal Performance Shaders matrix multiplication kernel

MPS-Matrix-Multiplication

Example code for my blog post FFT Processing in JUCE

fft-juce

A simple class for managing the lifecycle of your UIPopoverControllers

MHPopoverManager

Library for making railroad diagrams in Swift

Railroad-Diagrams-Swift

Shows how to use AVAudioPlayer to play a buffer of waveform data that you give it.

AVBufferPlayer

My January 2013 game for #OneGameADay (iPhone). The galaxy is falling apart and it's your job to move all the planets back to where they belong. Lots of swiping involved.

GalaxyApocalypse

Objective-C++

airwindows-juce

JUCE versions of selected Airwindows plug-ins

Tool that quickly lets you pick tint colors for navigation bars etc.

MHTintHelper

Basic digital level meter plug-in.

levels

A simple Objective-C wrapper around the sqlite3 functions.

MHDatabase

Ignition

PyTorch helper code

A basic example of how to implement logistic regression in Swift

Logistic-Regression-Swift

Simple tool for shrinking images 50% by averaging the color (and alpha) of each 2x2 pixel block.

ShrinkPng

A simple example of how to make a UIWindow that appears on top of everything else, including the status bar.

MHOverlayWindow

pumpkin

Everything must bounce!

Category on NSObject that lets you override methods on existing objects using blocks, without having to make a subclass.

MHOverride

Simple bass/mids/treble equalizer plugin written in JUCE

ThreeBandEQ

Simple bass synth VSTi based on window function synthesis

bombaz

Source code for my RWDevCon talk on app architecture.

RWDevCon-App-Architecture

Category that allows you to write, for example, [UIColor xFF3399] to make a new UIColor object with values #FF3399.

MHMetaColors

handy utility for monitoring levels and protecting ears while developing plug-ins

rubberneck

Source code for my RWDevCon talk on Swift closures and generics.

RWDevCon-Swift-Closures-Generics