Core ML Models
Build intelligence into your apps using machine learning models from the research community designed for Core ML
Models can be used with Core ML, Create ML, Xcode, and are available in a number of sizes and architecture formats. Refer to the model’s associated Xcode project for guidance on how to best use the model in your app.
Images
FCRN-DepthPrediction
Depth Estimation
Predict the depth from a single image.
Predict the depth from a single image.
MNIST
Drawing Classification
Classify a single handwritten digit (supports digits 0-9).
Classify a single handwritten digit (supports digits 0-9).
UpdatableDrawingClassifier
Drawing Classification
Drawing classifier that learns to recognize new drawings based on a K-Nearest Neighbors model (KNN).
Drawing classifier that learns to recognize new drawings based on a K-Nearest Neighbors model (KNN).
MobileNetV2
Image Classification
The MobileNetv2 architecture trained to classify the dominant object in a camera frame or image.
The MobileNetv2 architecture trained to classify the dominant object in a camera frame or image.
Resnet50
Image Classification
A Residual Neural Network that will classify the dominant object in a camera frame or image.
A Residual Neural Network that will classify the dominant object in a camera frame or image.
SqueezeNet
Image Classification
A small Deep Neural Network architecture that classifies the dominant object in a camera frame or image.
A small Deep Neural Network architecture that classifies the dominant object in a camera frame or image.
DeeplabV3
Image Segmentation
Segment the pixels of a camera frame or image into a predefined set of classes.
Segment the pixels of a camera frame or image into a predefined set of classes.
YOLOv3
Object Detection
Locate and classify 80 different types of objects present in a camera frame or image.
Locate and classify 80 different types of objects present in a camera frame or image.
YOLOv3-Tiny
Object Detection
Locate and classify 80 different types of objects present in a camera frame or image.
Locate and classify 80 different types of objects present in a camera frame or image.
Text
BERT-SQuAD
Question Answering
Find answers to questions about paragraphs of text.
Find answers to questions about paragraphs of text.