Swift Coreml-models Resources

CoreML Camera Video Matting This is a simple iOS app which applies Video Matting (background removal) model to the front camera stream. Video Matting

🔥 🔥 🔥 A simple UI and powerful Mac OS application. It is a collection of tools commonly used in my development work. Such as JSON-Formatting tool, JSON-to-model tool, AppIcon generator, Network-Request tool...

AssetImportKit AssetImportKit is a cross platform library (macOS, iOS) that coverts the files supported by Assimp to SceneKit scenes. Features AssetIm

HxSTLParser HxSTLParser is a basic STL parser capable of loading STL files into an SCNNode. Installing Via Carthage Just add it to your Cartfile githu

An iOS framework for creating JSON-based models. Written in Swift (because it totally rules!) Requirements iOS 8.0+ Xcode 7.3 Swift 2.2 Installation E

Gloth Gloth: Fold dough 83 times Generates a CoreML Word Tagger Model trained on

DeepInfant DeepInfant® is a Neural network system designed to predict whether and why your baby is crying. DeepInfant uses artificial intelligence and

Image Classification with The MobileNetV2 MobileNetV2: Inverted Residuals and Li

Capturinator Powered by RealityKit, Capturinator is a Mac app that turns photos

GraniteUI - v0.0 - WIP A powerful SwiftUI Architecture that merges Redux event handling and state management with functional programming. While bringi

This project is Text Detection on iOS using Vision built-in model. If you are interested in iOS + Machine Learning, visit here yo

PhotoAssessment Photo Assessment (i.e. quality score) using Core ML and Metal. 📚 Article 使用 Metal 和 Core ML 评价照片质量 Parallel Computation using MPS 🔮

This project is Pose Estimation on iOS with Core ML. If you are interested in iOS + Machine Learning, visit here you can see various DEMOs. 한국어 README

MobileNet with CoreML This is the MobileNet neural network architecture from the paper MobileNets: Efficient Convolutional Neural Networks for Mobile

CoreMLExample In this example we use AVFoundation to continuously get image data from the back camera, and try to detect the dominant objects present

YOLO with Core ML and MPSNNGraph This is the source code for my blog post YOLO: Core ML versus MPSNNGraph. YOLO is an object detection network. It can

Faces Vision Demo iOS11 demo application for age and gender classification of facial images using Vision and CoreML. Model This demo is based on the a

MNIST for CoreML (CNN) Description This is the MNIST dataset implemented in Apple's new framework CoreML. The MNIST dataset can predict handwritten (d

Sentiment Vision Demo A Demo application using Vision and CoreML frameworks to detect the most likely sentiment of the given image. Model This demo is

Food101 for CoreML Description This is the Food101 dataset implemented in Apple's new framework called CoreML. The Food101 dataset can predict foods f

Flowers Vision Demo iOS11 demo application for flower classification using Vision and CoreML frameworks. Model This demo is based on Caffe CNNs for th

Styles Vision Demo A Demo application using Vision and CoreML frameworks to detect the most likely style of the given image. Model This demo is based

Nudity Detection for CoreML Description This is the OpenNSFW dataset implemented in Apple's new framework called CoreML. The OpenNSFW dataset can pred

Open nsfw model This repo contains code for running Not Suitable for Work (NSFW) classification deep neural network Caffe models. Please refer our blo

SemanticSegmentation-CoreML This project is Object Segmentation on iOS with Core ML. If you are interested in iOS + Machine Learning, visit here you c

DepthPrediction-CoreML This project is Depth Prediction on iOS with Core ML. If you are interested in iOS + Machine Learning, visit here you can see v

HED-CoreML Holistically-Nested Edge Detection (HED) using CoreML and Swift This is the repo for tutorial, that contains an example application that ru

waifu2x on iOS Introduction This is a Core ML implementation of waifu2x. The target of this project is to run waifu2x models right on iOS devices even

Sentiment Polarity CoreML Demo A Demo application using CoreML framework for sentiment polarity analysis. Model CoreML model was converted from Scikit

Names CoreML Demo A Demo application using CoreML framework for predicting gender from first names. Model This demo is based on An introduction to Mac

English | 简体中文 | 繁體中文 | 한국어 State-of-the-art Machine Learning for JAX, PyTorch and TensorFlow 🤗 Transformers provides thousands of pretrained models

GestureAI-CoreML-iOS Hand-gesture recognizer using CoreML Demo Screenshots This app is using RNN(Recurrent Neural network) with CoreML on iOS11. The m

Convert Torch7 models into Apple CoreML format. Short tutorial This tool helps convert Torch7 models into Apple CoreML format which can then be run on

Welcome to the Model Garden for TensorFlow The TensorFlow Model Garden is a repository with a number of different implementations of state-of-the-art

CoreML-Models Converted CoreML Model Zoo. CoreML is a machine learning framework by Apple. If you are iOS developer, you can easly use machine learnin

ARCarGuidePoC Detects parts under a hood of a motor vehicle, and tracks the detected parts in AR. Tap AR entities to get more information about the pa

ARKit-Sampler ARKit-Sampler is a collection of ARKit samples. How to build Open ARKit-Sampler.xcworkspace with Xcode and build it. It can NOT run on S

FaceRecognition in ARKit This is a simple showcase project, that detects faces using the Vision-API and runs the extracted face through a CoreML-model

CoreML-in-ARKit This simple project detects objects in Augmented Reality and displays 3D labels on top of them. This serves as a basic template for an

iOS 11 by Examples Code examples for new APIs of iOS 11. Note: The project requires Xcode 9, Swift 4 and iOS 11. Table of contents Core ML Vision ARKi

SPDiffable Apple's diffable API requerid models for each object type. If you want use it in many place, you pass many time to implemenet and get over

CoreMLSample Sample for CoreML This project is CoreML Example for in app model a

Swift_NSFW_Detector An NSFW image detector for Swift built as an extension on UIImage. If you've ever allowed users to share images you are probably w

WhatPet ✓ A basic app that classifies images of dogs, cats and rabbits using Cor

⚠️ ⚠️ ⚠️ IMPORTANT: I'm no longer maintaining Awesome-ML. Awesome ML is an iOS app that is made to demonstrate different image processing CoreML model

CoreML-Face-Parsing The simple sample how to use face-parsing CoreML model in iO

Plank Plank is a command-line tool for generating robust immutable models from JSON Schemas. It will save you time writing boilerplate and eliminate m

CoreML-YOLOv5 A sample project how to use YOLOv5 in iOS. You can run model on yo

SwiftyProvisioningProfile This library provides a way to decode a .mobileprovision file into a Swift model. Installation The recommended installation

HandTalk Tongji Univ. SSE IOS Application Development coursework (final project) : An Demo based on American Sign Language Classfier Development infor

https://www.youtube.com/watch?v=x9_BG2q7XYw&t=4258s // CreateML = Makes Model // CoreML = Consumes Model import CreateML import Foundation // Load

pytorch-coreml-custom-layer-example PyTorch to CoreML: Writing custom layers with Metal Convert PyTorch model cd Convert python3 -m pip install -r req

stuff-app Stuff application – keep track of your stuff. Platforms App to be released for iOS 15, iPadOS 15 and macOS 12 Monterey. Purpose Project is d

stuff-app Stuff application – keep track of your stuff. Platforms App to be released for iOS 15, iPadOS 15 and macOS 12 Monterey. Purpose Project is d

PhotogrametryTool Generate 3D objects from images using RealityKit Object Capture. This project is a fork of the HelloPhotogrametry application by App

JSONModel - Magical Data Modeling Framework for JSON JSONModel allows rapid creation of smart data models. You can use it in your iOS, macOS, watchOS

Text Classifier App for iOS, powered by Apple Vision & CreateML framework

StyleArt Style Art is a library that process images using COREML with a set of pre trained machine learning models and convert them to Art style. Prev

SwiftCoreMLTools A Swift Library for creating CoreML models in Swift. Work in progress This library expose a (function builder based) DSL as well as a

CoreML-samples This is the sample code for Core ML using ResNet50 provided by Apple. ResNet50 can categorize the input image to 1000 pre-trained categ

Bender Bender is an abstraction layer over MetalPerformanceShaders useful for working with neural networks. Contents Introduction Why did we need Bend

ml-macos-performance This project is inspired by Vladimir Chernykh coreml-performance project for iOS. I made changes so it works on MacOS to test M1

Would you like to use a fully-functional camera in an iOS application in seconds? Would you like to do CoreML image recognition in just a few more sec

HxSTLParser HxSTLParser is a basic STL parser capable of loading STL files into an SCNNode. Installing Via Carthage Just add it to your Cartfile githu

AssetImportKit AssetImportKit is a cross platform library (macOS, iOS) that coverts the files supported by Assimp to SceneKit scenes. Features AssetIm

Mobile Text-to-Image Search(MoTIS) MoTIS is a minimal demo demonstrating semantic multimodal text-to-image search using pretrained vision-language mod

🚀 Data Rocket Data is a model management system with persistence for immutable models. Motivation Immutability has many benefits, but keeping models

SeeFood For a step by step guide on how to build SeeFood: How to train your own model for CoreML. . Video Demo Follw me on Twitter Prerequisites: Xcod

Kesan-ML-iOS Real-Time image recognition for iOS with CoreML and InceptionV3  Test Flight Description Real-Time image recognition Integrating app wit

JSONModel - Magical Data Modeling Framework for JSON JSONModel allows rapid creation of smart data models. You can use it in your iOS, macOS, watchOS

MLProgramMemoryLeak Every layer running on the GPU in ML Program will leak 912 bytes by MPSGraphEngine. This can easily lead to 200KB+ memory leak eve

⚠️ ⚠️ ⚠️ IMPORTANT: I'm no longer maintaining Awesome-ML. Awesome ML is an iOS app that is made to demonstrate different image processing CoreML model

A Mobile Text-to-Image Search Powered by AI A minimal demo demonstrating semantic multimodal text-to-image search using pretrained vision-language mod

Composable Navigation The Composable Navigation is a Swift Package that builds on top of The Composable Architecture (TCA, for short). It models UI na

DeTeXt Finding the symbol you want to use in LaTeX can be hard since you can't memorize all the possible commands and packages for every symbol you mi

Insert3D is the easiest 🥳 and fastest 🚀 way to embed a 3D model in your iOS app. It combines SceneKit and Model I/O into a simple library for creati

ObjectForm A simple yet powerful library to build form for your class models. Motivations I found most form libraries for swift are too complicated to

SwiftyJSONAccelerator - MacOS app Codeable Model file Generator For Swift 5 Version v2.2 Generate initializer function for classes Application Downloa

Argo is a library that lets you extract models from JSON or similar structures in a way that's concise, type-safe, and easy to extend. Using Argo

🦕 Unofficial Google Poly SDK in Swift – search, discover, and download 3D models and scenes

Since iOS 11, Apple released Core ML framework to help developers integrate machine learning models into applications. The official documentation We'v