coremltools

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likedan /Awesome-CoreML-Models

Star6.8k

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

ios machine-learning apple awesome caffe download model models ml awesome-list curated-list caffemodel tensorflow-models ios11 coreml core-ml coreml-framework coremltools coreml-models coreml-model

UpdatedJun 17, 2025
Python

apple /coremltools

Star5k

Core ML tools contain supporting tools for Core ML model conversion, editing, and validation.

machine-learning tensorflow pytorch coreml coremltools model-converter model-conversion

UpdatedSep 22, 2025
Python

john-rocky /CoreML-Models

Star1.6k

Converted CoreML Model Zoo.

swift ios machine-learning deep-learning gan image-classification object-detection gans super-resolution semantic-segmentation coreml coreml-framework coremltools style-gan

UpdatedJun 16, 2024

anupamchugh /iowncode

Sponsor

Star911

A curated collection of iOS, ML, AR resources sprinkled with some UI additions

nlp swift ios natural-language-processing computer-vision alamofire keras vision arkit coreml coremltools vision-framework swiftui ml-kit realitykit

UpdatedNov 15, 2023
Swift

huggingface /exporters

Star675

Export Hugging Face models to Core ML and TensorFlow Lite

machine-learning deep-learning tensorflow pytorch transformer coreml coremltools model-converter tflite

UpdatedJul 23, 2024
Python

SwiftBrain /awesome-CoreML-models

Star579

Collection of models for Core ML

swift ios machine-learning awesome ai deep-learning model awesome-list machine-learning-models ios11 coreml coreml-framework coremltools coreml-models

UpdatedDec 7, 2019

vsyw /Keras-OpenFace

Star575

Keras-OpenFace is a project converting OpenFace from Torch implementation to a Keras version

keras torch openface facenet mobilenet coreml coremltools keras-openface

UpdatedMar 15, 2021
Jupyter Notebook

onnx /onnx-coreml

Star405

ONNX to Core ML Converter

apple coremltools coreml-models onnx-coreml convert-models coreml-converter

UpdatedJun 28, 2020
Python

akimach /GestureAI-CoreML-iOS

Star160

Hand-gesture recognition on iOS app using CoreML

swift ios demo machine-learning deep-neural-networks deep-learning keras rnn ios11 coreml coremltools

UpdatedFeb 26, 2023
Swift

adobe-research /convmelspec

Star145

Convmelspec: Convertible Melspectrograms via 1D Convolutions

audio machine-learning ai deep-learning conversion ml pytorch mil coreml coremltools onnx on-device spectrograms melspectrograms

UpdatedMay 13, 2024
Python

younatics /DeepLearningToMobile

Star50

Curated way to convert deep learning model to mobile⚡️

tensorflow keras coreml coremltools tensorflow-lite tensorflow-mobile toco tf-coreml

UpdatedOct 10, 2018
Jupyter Notebook

MijeongJeon /ShapeDetector_Keras_CoreML

Star28

Deep learning installed Shape Detector using Keras and CoreML 📱

swift ios application deep-learning tensorflow keras coreml coremltools

UpdatedAug 4, 2020
Jupyter Notebook

asparagui /keras_mnist_demo

Star24

Demo of using keras to generate a neural network and iOS 11 to run the converted model.

demo neural-network xcode keras convolutional-neural-networks xcode9 ios11 coreml coremltools

UpdatedApr 16, 2020
Swift

gaelfoppolo /CoreML-Flowers

Star21

Sample app that predicts the flower type on an image, using Core ML and the Oxford 102 category flower dataset.

swift ios machine-learning flowers coreml coreml-framework coremltools

UpdatedJun 21, 2017
Swift

udacity /ios-short-core-ml

Star17

iOS image classification app using Core ML and MobileNet

swift ios mobilenet coreml coremltools

UpdatedDec 15, 2023
Jupyter Notebook

dneprDroid /pytorch-coreml-custom-layer-example

Star16

PyTorch to CoreML: Writing custom layers with Metal shaders - torch.nn.functional.grid_sample operation

swift ios metal ml pytorch coreml coremltools

UpdatedJun 4, 2024
Swift

ml-illustrated /Pytorch-CoreML-Sound-Classification

Star15

Repo accompanying the blog post "How to Deploy A State-of-the-art PyTorch Model to iOS via Core ML (Part 3)".

pytorch-tutorial audioset coreml coremltools pytorch-coreml

UpdatedJul 3, 2020
Swift

ml-illustrated /Pytorch-CoreML-Spectrogram

Star14

Repo accompanying the blog post "How to Deploy PyTorch Models with Core ML Conversion Issues"

audioset coreml coremltools onnx-coreml pytorch-coreml

UpdatedJul 3, 2020
Swift

anentropic /hft2ane

Star13

Tool for exporting Apple Neural Engine-accelerated versions of transformers models on HuggingFace Hub.

coremltools huggingface-transformers

UpdatedMay 2, 2023
Python

dneprDroid /DeformConv2d-Metal

Star11

CoreML custom layer (GPU-accelerated) and converter for torchvision.ops.deform_conv2d

metal gpu torch pytorch coreml coremltools torchvision

UpdatedFeb 1, 2025
Swift

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