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
7k stars
257 watching
479 forks
Language: Python
last commit: over 2 years 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 5 years ago Photo Assessment using Core ML and Metal. | |
Download 1,003 over 2 years ago Estimating human pose from a picture for mobile. | |
Download 708 about 7 years ago Detects the dominant objects present in an image. | |
Download 708 about 7 years ago Detects the scene of an image from 205 categories such as bedroom, forest, coast etc. | |
Download 217 about 8 years ago Detects the dominant objects present in an image. | |
Download 43 about 8 years ago Detects the dominant objects present in an image. | |
Download Detects the dominant objects present in an image. | |
Download 173 over 7 years ago Predict the brand & model of a car. | |
Download 939 almost 6 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 68 over 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 8 years ago Detect nested edges from a color image. | |
Download 557 almost 3 years ago Process a bicubic-scaled anime-style artwork | |

Models / Text - Metadata/Text
Download 119 about 7 years ago Predict positive or negative sentiments from sentences. | |
Download 44 over 6 years ago Classify news articles into 1 of 5 categories. | |
Download 36 over 8 years ago Detect whether a message is spam. | |
Download 36 about 7 years ago Gender Classification using DecisionTreeClassifier | |
Download 19 over 6 years ago Predict personality based on user documents (sentences). | |
Download 1,618 almost 2 years ago Swift Core ML 3 implementation of BERT for Question answering | |
Download 1,618 almost 2 years ago OpenAI GPT-2 Text generation (Core ML 3) | |

Models / Miscellaneous
Download 128 about 1 year ago Predicts the exercise, when iPhone is worn on right upper arm. | |
Download Recommend an artist based on given location and genre. | |
Download 19 almost 6 years ago Recommend an artist based on given location and genre. | |
Download 6 about 2 years 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 8 years ago

The Gold
Caffe Model Zoo 34,149 about 1 year ago Big list of models in Caffe format
TensorFlow Models 77,258 10 months ago Models for TensorFlow
TensorFlow Slim Models 77,258 10 months ago Another collection of TensorFlow Models
MXNet Model Zoo Collection of MXNet models
LaMem 18 over 9 years ago Score the memorability of pictures
ILGnet 112 over 7 years ago The aesthetic evaluation of images
Colorization 3,365 almost 2 years ago Automatic colorization using deep neural networks
Illustration2Vec 671 over 6 years ago Estimating a set of tags and extracting semantic feature vectors from given illustrations
CTPN 1,282 almost 4 years ago Detecting text in natural image
Image Analogy 1,369 about 4 years ago Find semantically-meaningful dense correspondences between two input images
iLID 90 almost 7 years ago Automatic spoken language identification
Fashion Detection 483 about 4 years ago Cloth detection from images
Saliency 186 almost 6 years ago The prediction of salient areas in images has been traditionally addressed with hand-crafted features
Face Detection 23 about 9 years ago Detect face from image
mtcnn 492 about 7 years ago Joint Face Detection and Alignment
deephorizon 38 over 3 years ago Single image horizon line estimation

Contributing and License
See the guide 6,514 over 2 years ago

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