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: about 3 years ago
Linked from 7 awesome lists

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

Models / Image - Metadata/Text

DownloadDetecting text using Vision built-in model in real-time. | |
Download74over 5 years agoPhoto Assessment using Core ML and Metal. | |
Download1,003over 3 years agoEstimating human pose from a picture for mobile. | |
Download708almost 8 years agoDetects the dominant objects present in an image. | |
Download708almost 8 years agoDetects the scene of an image from 205 categories such as bedroom, forest, coast etc. | |
Download217about 9 years agoDetects the dominant objects present in an image. | |
Download43about 9 years agoDetects the dominant objects present in an image. | |
DownloadDetects the dominant objects present in an image. | |
Download173over 8 years agoPredict the brand & model of a car. | |
Download939almost 7 years agoRecognize what the objects are inside a given image and where they are in the image. | |
DownloadPredict a person's age from one's portrait. | |
DownloadPredict a person's gender from one's portrait. | |
Download68over 8 years agoPredict handwritten (drawn) digits from images. | |
DownloadPredict a person's emotion from one's portrait. | |
DownloadPredict positive or negative sentiments from images. | |
DownloadPredict the type of foods from images. | |
DownloadDetect the type of flowers from images. | |
DownloadDetect the artistic style of images. | |
DownloadPredict the location where a picture was taken. | |
DownloadClassifies an image either as NSFW (nude) or SFW (not nude) | |
DownloadRecognizing text using ML Kit built-in model in real-time. | |
DownloadSegment the pixels of a camera frame or image into a predefined set of classes. | |
DownloadPredict the depth from a single image. | |

Models / Image - Image

Download108about 9 years agoDetect nested edges from a color image. | |
Download557almost 4 years agoProcess a bicubic-scaled anime-style artwork | |

Models / Text - Metadata/Text

Download119almost 8 years agoPredict positive or negative sentiments from sentences. | |
Download44over 7 years agoClassify news articles into 1 of 5 categories. | |
Download36about 9 years agoDetect whether a message is spam. | |
Download36almost 8 years agoGender Classification using DecisionTreeClassifier | |
Download19over 7 years agoPredict personality based on user documents (sentences). | |
Download1,618almost 3 years agoSwift Core ML 3 implementation of BERT for Question answering | |
Download1,618almost 3 years agoOpenAI GPT-2 Text generation (Core ML 3) | |

Models / Miscellaneous

Download128about 2 years agoPredicts the exercise, when iPhone is worn on right upper arm. | |
DownloadRecommend an artist based on given location and genre. | |
Download19almost 7 years agoRecommend an artist based on given location and genre. | |
Download6about 3 years agoPredicts the most likely next chord based on the entered Chord Progression. | |

Visualization Tools

Netron

Supported formats

Caffe
Keras
XGBoost
Scikit-learn
MXNet
LibSVM
Torch7386almost 9 years ago

The Gold

Caffe Model Zoo34,149about 2 years agoBig list of models in Caffe format
TensorFlow Models77,258almost 2 years agoModels for TensorFlow
TensorFlow Slim Models77,258almost 2 years agoAnother collection of TensorFlow Models
MXNet Model ZooCollection of MXNet models
LaMem18over 10 years agoScore the memorability of pictures
ILGnet112over 8 years agoThe aesthetic evaluation of images
Colorization3,365almost 3 years agoAutomatic colorization using deep neural networks
Illustration2Vec671over 7 years agoEstimating a set of tags and extracting semantic feature vectors from given illustrations
CTPN1,282almost 5 years agoDetecting text in natural image
Image Analogy1,369almost 5 years agoFind semantically-meaningful dense correspondences between two input images
iLID90almost 8 years agoAutomatic spoken language identification
Fashion Detection483almost 5 years agoCloth detection from images
Saliency186almost 7 years agoThe prediction of salient areas in images has been traditionally addressed with hand-crafted features
Face Detection23almost 10 years agoDetect face from image
mtcnn492almost 8 years agoJoint Face Detection and Alignment
deephorizon38over 4 years agoSingle image horizon line estimation

Contributing and License

See the guide6,514about 3 years ago

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