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
257 watching
477 forks
Language: Python
last commit: over 1 year ago
Linked from 7 awesome lists

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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 1,003 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 over 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 about 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 almost 7 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 553 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 36 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 1,615 12 months ago Swift Core ML 3 implementation of BERT for Question answering | |
Download 1,615 12 months ago OpenAI GPT-2 Text generation (Core ML 3) | |

Models / Miscellaneous
Download 128 4 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 34,125 4 months ago Big list of models in Caffe format
TensorFlow Models 77,177 6 days ago Models for TensorFlow
TensorFlow Slim Models 77,177 6 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 3,355 12 months ago Automatic colorization using deep neural networks
Illustration2Vec 670 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 about 6 years ago Automatic spoken language identification
Fashion Detection 483 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 492 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 6,479 over 1 year ago

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