Core ML

What's Core ML?

CoreML is framework which we can use machine learning easily on mobile side.

Pros

1. non dependency on network

2. No need to send data, so keep your privacy 

Cons

1. CPU dependency on your iPhone

2. regression and classification only

3. no retraining on mobile

Architecture

Converter

Machine learning 2019

Machine learning 2019

Machine learning 2019

They dont support GPU/Deep learning

Machine learning 2019

Machine learning 2019

Create ML

Recap

pradeep

shauket

satoshi

teruji

DJ

Recap

pradeep

shauket

satoshi

teruji

program

Recap

pradeep

shauket

satoshi

teruji

program

Shauket says

difficult to acheive

I give him 0.8 times trust

Recap

pradeep

shauket

satoshi

teruji

program

Pradeep says

easy to achieve

I give him 1.1 times trust

Recap

pradeep

shauket

satoshi

teruji

program

0.7*0.8 = 0.056

0.9*1.1 = 0.99

Recap

price

quality

CoreModel

program

- ML Kit

- Tensorflow light

- Cloud based Machine learning

- Fritz