tensorflow/ios

TensorFlow for iOS is a powerful framework that allows developers to build machine learning models and deploy them on iOS devices. Below are some key features and resources for TensorFlow/ios.

Key Features

• Cross-Platform Compatibility: TensorFlow/ios can be used to build apps that run on both iOS and Android.
• High-Level APIs: TensorFlow/ios provides high-level APIs that make it easy to build and deploy machine learning models.
• Model Conversion: You can convert models trained with TensorFlow to be used with TensorFlow/ios.

Resources

• TensorFlow/ios GitHub Repository
• TensorFlow/ios Documentation

Installation

To install TensorFlow/ios, you can use CocoaPods. Add the following line to your Podfile:

pod 'TensorFlow/ios'

Then run pod install in your terminal.

Example

Here is a simple example of using TensorFlow/ios to classify images:

import TensorFlow

let model = MobileNetV2()
let input = Tensor<Float>(shape: [1, 3, 224, 224])

let output = model(input)

For more examples, check out the TensorFlow/ios GitHub Repository.

Get Started

If you are new to TensorFlow/ios, we recommend starting with the Getting Started Guide.

MobileNetV2