Microsoft Azure

Open Azure Console

Custom Vision

Create

Name : Apple Recognizer
Subscription: Azure for students starter
Location: (Europe) West Europe
click on link and select the try for free option(Prediction pricing tier)
Prediction price choose F0 2 transactions per second
start a new project
Resource Group(AppleRECOG)
Training pricing choose F0
From the bell icon, Goto Resource and run specific service
Goto Custom Vison Portal from 2 point for basic theory

Working on another portal , seperately for Custom Vision

Further to work open customvision.ai
Create a new project
Give a name: AppleVSOrange
Description: Tells whether image is an apple or orange
resource: ApppleRecog[F0]
Project Types: Classification
Classification Types: MultiClass (used for single level classification)
Multilabel: not used here but generally for multi level classification
Domains: Food
Note : 5 images are required minimum per tag

Create a TAG

Just click on + icon on Tags
give a name
upload images of orange and add tag given-name
upload images

Train

click on green colored train icon on top of page
you find 2 ways ( Choose Training Type)
1. Fast Training
2. Advanced Training
Choose Advanced Training and time 3 hours

model info

Precision ~> tells you the rate of correct identification
Recall ~> correct identified / total identified
Go to Prediction tab
Start qucik test
upload image and check its probability

Azure Fundamentals