Skip to main content

Image Recognition Example Using CreateML #IOSDev



Hello everyone, in this tutorial I would like to share about using CreateML Framework to recognition image. in the end of this tutorial we will achieve model from training data that can be use to be mlmodel in xcode. 

like example bellow


above picture means picture orange that we put on that view has recognise that it is an orange. so cool is'nt it?

lets go ahead.  

first, create and playground project and then choose macOS platform, like bellow.

note : we need to choose macOS project because, the framework that we use is only available on macOS platform. 

after that, put the code bellow in playground editor.  and then run it

when you run the code, MLUI will appear beside your editor, we use the MLUI to put our data training. so in the next step, you need to prepare the training data. in this tutorial I have collecting training data about some fruits, apple and orange. you could download it here

drag the training folder to MLUI until the image processing has done.


after process done, now you could test by drag testing data like bellow. 


Hurray, our image has recognise as orange.  you can try with another training data.. good luck ^_^


Popular posts from this blog

Automatic API Documentation Swagger in Golang #GolangDev

pixabay.com In this article, I'll explain how to generate an API blueprint instantly using SwagGo in Golang. API blueprint is a document that contains a bunch of API endpoints, its slickly same as documentation but less description, it's allow another programmer to read and see all the available endpoint and try it out with sandbox feature. Swagger is one of the most used API blueprints right now, it's available in free but limited usage. if you wanna use the free credit, you need to understand YAML notation, you can read the example notation in swagger official documentation. but again, it's really hard and takes an expensive time to arranges all the notation to achieve a good API blueprint. fortunately, there are tools in Golang that allow us to generate the YAML notation and automatically generate the blueprint page with only using markup notation, and it's FREE unlimited for self-host, insane right? SwagGo tools are available here , the documentation is very cl...

Laravel Tips : Membuat Model, Migration dan Controller dengan Sekali Jalan

  php artisan adalah generator laravel yang berfungsi untuk membuat file kodingan dengan mudah, seperti membuat controller, model, seeder, migration dan masih banyak lagi. artisan hanya bisa di lakukan di dalam lingkungan console, seperti cmd dan terminal. berikut akan saya tunjukan cara membuat controller, model, migration menggunakan php artisan. # membuat controller ketikkan perintah di bawah ini php artisan make:controller BlogController # membuat model ketikkan perintah di bawah ini php artisan make:model Blog # membuat migration ketikkan perintah di bawah ini php artisan make:migration blog # membuat seeder ketikkan perintah di bawah ini php artisan make:seeder BlogSeeder # membuat migration, controller, dan model sekaligus ketikkan perintah di bawah ini php artisan make:model -crm Blog perintah di atas akan mengenerate controller dengan nama BlogController dengan keadaan Resource method tertulis, m...

OpenVPN Alternatif Solusi Menanggulangi Blokir dari KOMINFO

Sejak akhir juli 2022 kemaren indonesia di gegerkan dengan tindakan kominfo atas diblokirnya banyak platform digital karna tidak mendaftar PSE, terutama paypal dan plaform game (steam, epic game dll). keputusan ini semakin membuat netizen geram dikarenakan platform judi online malah disetujui untuk beroperasi karna sudah daftar PSE. Jujur menurut saya memang keputusan ini sejak awal saya dengar sudah mengada-ada karna sangat aneh memblokir semua platform digital yang jumlahnya tidak terhitung banyaknya dan hanya membolehkan akses platform yang sudah mendaftar yang jumlahnya hanya ratusan.  saya sebagai developer juga merasa aneh banget ini kebijakan apalagi platform development juga banyak yang di blacklist oleh kominfo seperti, github, gitlab, bitbucket, even website CDN pun di blacklist. astaga wkwkwk. anyway terlepas dari kebijakan konyol ini, saya mau berbagi tips cara agar tetep bisa mengakses semua platform tersebut tanpa ada halangan, yaitu dengan menggunakan VPN. banyak ban...