createml-playgrounds

createml-playgrounds copied to clipboard

Create ML Playgrounds

Xcode playgrounds to script and automate ML model training, evaluation and prediction.

Written by krishna.

CreateML Playgrounds need OS X Mojave.

Includes examples for MLImageClassifier and MLTextClassifier

Playgrounds

• Dog Cat Image Classifier

• Movie Review Text Sentiment Classifier

Trained Models

• DogCatClassifier

• FruitClassifier

• movie-review-sentiment-classifier

• chest-xray-pneumonia-classifier

• flower-classifier

Training Machine - M1 Mac Mini with 16 GB RAM.

Datasets

• Chest X-Ray Images (Pneumonia) 5,863 images (Source: Kaggle)
• A dataset with 65 fruits and 43329 images (Source: Kaggle)
• Flowers Dataset with 4242 images (Source: Kaggle)
• movie-review-data training
• movie-review-data test
• dog-cat-data

References

• WWDC 2018 Session 703 - Introducing Create ML

• Create ML : Apple Developer