hhy5277 / awesome-coreml-models

Largest list of Core ML models. PRs welcomes for new models.

Awesome Core ML Models

We've put up the largest collection of machine learning models that work with Apples Core ML standard, to help iOS developers experiment with machine learning techniques. If you've converted a Core ML model and feel free to submit a PR here.

(Some model download link might got changed, we're working on a centralized location to store all the model files.)

Models

Image

Models that process image data

• MobileNet - Detects the dominant objects present in an image. Download | Demo | Reference
• Places CNN - Detects the scene of an image from 205 categories such as bedroom, forest, coast etc. Download | Demo | Reference
• Inception v3 - Detects the dominant objects present in an image. Download | Demo | Reference
• ResNet50 - Detects the dominant objects present in an image. Download | Demo | Reference
• VGG16 - Detects the dominant objects present in an image. Download | Demo | Reference
• Car Recognition - Detects the dominant objects present in an image. Download | Demo | Reference
• YOLO - Recognize what the objects are inside a given image and also where they are in the image. Download | Demo | Reference
• AgeNet - Predict a person's age from one's portrait. Download | Demo | Reference
• GenderNet - Predict a person's gender from one's portrait. Download | Demo | Reference
• EmotionNet - Predict a person's emotion from one's portrait. Download | Demo | Reference
• MNIST - Predict handwritten (drawn) digits from images. Download | Demo | Reference
• HED - Detect nested edges from a color image. Models 1 2 3 | Demo | Reference
• SentimentVision - Predict positive or negative sentiments from images. Download | Demo | Reference
• Food101 - Predict the type of foods from images. Download | Demo | Reference
• Oxford102 - Detect the type of flowers from images. Download | Demo | Reference
• FlickrStyle - Detect the artistic style of images. Download | Demo | Reference

Text

Models that process text data

• Sentiment Polarity - Predict positive or negative sentiments from sentences. Download | Demo | Reference
• iMessage Spam Detection - Detect whether a message is spam. Download | Demo | Reference

Miscellaneous

• Artists Recommendation - Recommend a artist based on given location and genre. Download | Demo

The Gold

Collections of machine learning models that could be converted to Core ML

• Caffe Model Zoo - Big list of models in Caffe format.
• TensorFlow Models - Models for TensorFlow.
• TensorFlow Slim Models - Another collection of TensorFlow Models.

Contributing and License

• See the guide
• Distributed under the MIT license. See LICENSE for more information.