Create ML Playgrounds
Xcode playgrounds for training, evaluating machine learning models.
Written by krishna.
CreateML Playgrounds need OS X Mojave.
📹 Demo Video
Training image classifiers is as easy as creating sticker packs. Just drag and drop images.
DogCatClassifier (Accuracy - 100%, Training Time - ~1 second, Size - 17 KB)
FruitClassifier (Accuracy - TBD,Training Time - 35 minutes, Size - 1.1 MB)
movie-review-sentiment-classifier (Accuracy - 99%,Training Time - 15 seconds, Size - 774 KB)
chest-xray-pneumonia-classifier (Accuracy - 93%,Training Time - 6 minutes, Size - 20 KB)
flower-classifier (Accuracy - 93%,Training Time - 4 minutes, Size - 70 KB)
Training Machine - Mac Pro 6-core with 64 GB RAM, dual AMD D700s.
- 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