Awesome Core ML Models

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A repository in Github has 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.

Image

Models that process image data

• MobileNet - Detects the dominant objects present in an image. Download

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• Places CNN - Detects the scene of an image from 205 categories such as bedroom, forest, coast etc. Download

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• Inception v3 - Detects the dominant objects present in an image. Download

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• ResNet50 - Detects the dominant objects present in an image. Download

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• VGG16 - Detects the dominant objects present in an image. Download

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• Car Recognition - Predict the brand & model of a car. Download

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• YOLO - Recognize what the objects are inside a given image and where they are in the image. Download

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• AgeNet - Predict a person’s age from one’s portrait. Download

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• GenderNet - Predict a person’s gender from one’s portrait. Download

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• MNIST - Predict handwritten (drawn) digits from images. Download

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• EmotionNet - Predict a person’s emotion from one’s portrait. Download

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• HED - Detect nested edges from a color image. Download

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• SentimentVision - Predict positive or negative sentiments from images. Download

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• Food101 - Predict the type of foods from images. Download

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• Oxford102 - Detect the type of flowers from images. Download

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• FlickrStyle - Detect the artistic style of images. Download

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Text

Models that process text data

• Sentiment Polarity - Predict positive or negative sentiments from sentences. Download

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• 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

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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.

Written on August 30, 2017