Awesome-CoreML-Models

ML models

Provides pre-trained Core ML models for machine learning tasks

Largest list of models for Core ML (for iOS 11+)

GitHub

6k stars
258 watching
477 forks
Language: Python
last commit: over 1 year ago
Linked from 7 awesome lists

appleawesomeawesome-listcaffecaffemodelcore-mlcoremlcoreml-frameworkcoreml-modelcoreml-modelscoremltoolscurated-listdownloadiosios11machine-learningmlmodelmodelstensorflow-models

Models / Image - Metadata/Text

Download Detecting text using Vision built-in model in real-time. | |
Download 74 almost 4 years ago Photo Assessment using Core ML and Metal. | |
Download 1,001 over 1 year ago Estimating human pose from a picture for mobile. | |
Download 706 about 6 years ago Detects the dominant objects present in an image. | |
Download 706 about 6 years ago Detects the scene of an image from 205 categories such as bedroom, forest, coast etc. | |
Download 219 about 7 years ago Detects the dominant objects present in an image. | |
Download 42 over 7 years ago Detects the dominant objects present in an image. | |
Download Detects the dominant objects present in an image. | |
Download 173 over 6 years ago Predict the brand & model of a car. | |
Download 937 almost 5 years ago Recognize what the objects are inside a given image and where they are in the image. | |
Download Predict a person's age from one's portrait. | |
Download Predict a person's gender from one's portrait. | |
Download 66 over 6 years ago Predict handwritten (drawn) digits from images. | |
Download Predict a person's emotion from one's portrait. | |
Download Predict positive or negative sentiments from images. | |
Download Predict the type of foods from images. | |
Download Detect the type of flowers from images. | |
Download Detect the artistic style of images. | |
Download Predict the location where a picture was taken. | |
Download Classifies an image either as NSFW (nude) or SFW (not nude) | |
Download Recognizing text using ML Kit built-in model in real-time. | |
Download Segment the pixels of a camera frame or image into a predefined set of classes. | |
Download Predict the depth from a single image. | |

Models / Image - Image

Download 108 over 7 years ago Detect nested edges from a color image. | |
Download 551 almost 2 years ago Process a bicubic-scaled anime-style artwork | |

Models / Text - Metadata/Text

Download 120 about 6 years ago Predict positive or negative sentiments from sentences. | |
Download 44 over 5 years ago Classify news articles into 1 of 5 categories. | |
Download 35 over 7 years ago Detect whether a message is spam. | |
Download 36 about 6 years ago Gender Classification using DecisionTreeClassifier | |
Download 19 almost 6 years ago Predict personality based on user documents (sentences). | |
Download 1,611 12 months ago Swift Core ML 3 implementation of BERT for Question answering | |
Download 1,611 12 months ago OpenAI GPT-2 Text generation (Core ML 3) | |

Models / Miscellaneous

Download 128 3 months ago Predicts the exercise, when iPhone is worn on right upper arm. | |
Download Recommend an artist based on given location and genre. | |
Download 19 about 5 years ago Recommend an artist based on given location and genre. | |
Download 6 over 1 year ago Predicts the most likely next chord based on the entered Chord Progression. | |

Visualization Tools

Netron

Supported formats

Caffe
Keras
XGBoost
Scikit-learn
MXNet
LibSVM
Torch7 386 almost 7 years ago

The Gold

Caffe Model Zoo 34,096 3 months ago Big list of models in Caffe format
TensorFlow Models 77,100 7 days ago Models for TensorFlow
TensorFlow Slim Models 77,100 7 days ago Another collection of TensorFlow Models
MXNet Model Zoo Collection of MXNet models
LaMem 18 over 8 years ago Score the memorability of pictures
ILGnet 112 over 6 years ago The aesthetic evaluation of images
Colorization 3,348 11 months ago Automatic colorization using deep neural networks
Illustration2Vec 669 almost 6 years ago Estimating a set of tags and extracting semantic feature vectors from given illustrations
CTPN 1,284 about 3 years ago Detecting text in natural image
Image Analogy 1,369 about 3 years ago Find semantically-meaningful dense correspondences between two input images
iLID 90 almost 6 years ago Automatic spoken language identification
Fashion Detection 484 about 3 years ago Cloth detection from images
Saliency 185 almost 5 years ago The prediction of salient areas in images has been traditionally addressed with hand-crafted features
Face Detection 23 about 8 years ago Detect face from image
mtcnn 493 about 6 years ago Joint Face Detection and Alignment
deephorizon 38 over 2 years ago Single image horizon line estimation

Contributing and License

See the guide 6,456 over 1 year ago

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