tucan9389 / awesome-ml-demos-with-ios Goto Github PK

Core ML

• WWDC2019 256 Session - Advances in Speech Recognition
• WWDC2019 704 Session - Core ML 3 Framework
• WWDC2019 228 Session - Creating Great Apps Using Core ML and ARKit
• WWDC2019 232 Session - Advances in Natural Language Framework
• WWDC2019 222 Session - Understanding Images in Vision Framework
• WWDC2019 234 Session - Text Recognition in Vision Framework
• WWDC2018 708 Session - What’s New in Core ML, Part 1
• WWDC2018 716 Session - Object Tracking in Vision
• WWDC2018 717 Session - Vision with Core ML
• WWDC2018 709 Session - What’s New in Core ML, Part 2
• WWDC2018 713 Session - Introducing Natural Language Framework
• WWDC2017 710 Session - Core ML in depth
• WWDC2017 208 Session - Natural Language Processing and your Apps
• WWDC2017 510 Session - Advances in Core Image: Filters, Metal, Vision, and More
• WWDC2017 506 Session - Vision Framework: Building on Core ML
• WWDC2017 703 Session - Introducing Core ML

Create ML and Turi Create

• WWDC2019 424 Session - Training Object Detection Models in Create ML
• WWDC2019 426 Session - Building Activity Classification Models in Create ML
• WWDC2019 420 Session - Drawing Classification and One-Shot Object Detection in Turi Create
• WWDC2019 425 Session - Training Sound Classification Models in Create ML
• WWDC2019 428 Session - Training Text Classifiers in Create ML
• WWDC2019 427 Session - Training Recommendation Models in Create ML
• WWDC2019 430 Session - Introducing the Create ML App
• WWDC2018 712 Session - A Guide to Turi Create
• WWDC2018 703 Session - Introducing Create ML

Common ML

• WWDC2019 803 Session - Designing Great ML Experiences
• WWDC2019 614 Session - Metal for Machine Learning
• WWDC2019 209 Session - What's New in Machine Learning
• WWDC2018 609 Session - Metal for Accelerating Machine Learning
• WWDC2016 715 Session - Neural Networks and Accelerate
• WWDC2016 605 Session - What's New in Metal, Part 2

Used script for picking the title and url

https://developer.apple.com/videos/all-videos/

var all_titles = ""
var isEven = true
$("html body section ul ul li section section.row section.column a").each(function() { 
	isEven = !isEven
	if (isEven) {
		var url = window.location.origin + $(this).attr("href")
		var components = url.split("/")
		var wwdcName = components[components.length-3].toUpperCase()
		var seesionNumber = components[components.length-2]
		var title = $(this).text().trim()
		all_titles += "- " + "[" + wwdcName + " " + seesionNumber + " Session - " + title + "]" + "(" + url + ")" + "\n"
	}
 });
all_titles

Models

Vision

Text

Related Links

• Apple's Core ML Models

ㅠㅠ

I have

• iPhone X
• iPhone 6+
• iPad Air
• iPhone 5

i used deeplab model on real-time ios application but i got very slow capture .did there any solution to improve fps??

Example:

Inference Time(ms)

Repository Name

Face Detection with Vision Framework

Category

Face Landmark Detection

Link

https://github.com/Willjay90/AppleFaceDetection

DEMO

Model Source

https://developer.apple.com/documentation/vision

Mobile Machine Learning Framework Used

Core ML (Vision)

can this project do image processing tasks?(like denoising or enhancement, input : rgb, output: rgb)

I am working on the TF Lite model on Android, and I have got into trouble for a while. I wonder this problem: except some classification, detection, pose estimation and other official models, other models may have problems moving to the android, due to the API problems, etc.?
Do appreciate it. (input: 2 images (left and right camera) ; output: one disparity map )
I find it hard to move the model to the android, and errors occurs at 'Interpreter' class.

https://github.com/sindresorhus/awesome/blob/master/pull_request_template.md

In process...
You can tracking on the renewal-table branch.

Link

https://github.com/tucan9389/MLProblem-MLFramework-for-iOS-template-project

✅: measured
❌: not measure yet

Hi Contributors,

I found this repo from my colleague and I am very interested in this WordRecognition-CoreML-MLKit. Has there been any update on this repo?

Thanks
Rui