Using Create ML

Xcode

Create ML ships with Xcode. It’s used to create and train machine learning models.

Image Classification
- Classify the dominant object or scene in an image.
Multi-Label Image Classification
- Classify multiple objects or scenes in an image.
Object Detection
- Locate and classify different types of objects in an image.
Style Transfer
- Transform an image or video to adopt the visual style of a reference image.
Hand Pose Classification
- Classify a hand pose in an image.
Action Classification
- Classify a person’s action in a video clip based on their body movement.
Hand Action Classification
- Classify a hand gesture in a video clip based on the fingers and hand movement.
Activity Classification
- Classify the dominant activity captured in motion sensor data.
Sound Classification
- Classify the dominant sound in an audio clip.
Text Classification
- Classify the dominant topic, theme, or sentiment in natural language text.
Word Tagging
- Split natural language text into classified phrase or word tokens based on their contextual roles.
Tabular Classification
- Predict the categorical value of a feature given other feature’s values. Features are represented as columns in tabular data.
Tabular Regression
- Predict the numeric value of a feature given other feature’s values. Features are represented as columns in tabular data.
Recommendation
- Recommend new items given others based on how often users interact with or rate them together.

Creating a Godzilla image classifier for my son who loves everything Godzilla.