CoreML-samples
Image classifier
Provides sample code for using Core ML with ResNet50 model on iOS for image classification
Sample code for Core ML using ResNet50 provided by Apple and a custom model generated by coremltools.
42 stars
4 watching
16 forks
Language: Jupyter Notebook
last commit: over 7 years ago
Linked from 2 awesome lists
coremlcoreml-frameworkdeep-learningiosios11mlresnetswift
vsouza/awesome-iosRelated projects:
| Repository | Description | Stars |
|---|---|---|
 yulingtianxia/core-ml-sample | A demo project demonstrating the integration of Core ML and Vision Framework with Swift 4 for image classification using an Inception V3 network. | 219 |
 ibm/max-resnet-50 | An image classification model using the ResNet-50 architecture, trained on the ImageNet dataset. | 14 |
| ibm/max-inception-resnet-v2 | An image classification model using a third-generation deep residual network. | 28 |
 likedan/core-ml-car-recognition | An iOS application demonstrating car classification using machine learning frameworks. | 173 |
 felixgwu/img_classification_pk_pytorch | A PyTorch project for comparing image classification models and facilitating quick experiment setup | 365 |
 ileafsolutions/styleart | Converts images to various art styles using pre-trained machine learning models. | 227 |
 margaretmz/icon-classifier | An end-to-end tutorial on creating and deploying an icon classifier app with TensorFlow Lite model Maker and Android | 7 |
 jacopomangiavacchi/swiftcoremltools | A Swift library for creating and exporting CoreML models in Swift. | 161 |
 matlab-deep-learning/convmixer-patches-are-all-you-need | Demonstrates how to implement and train a ConvMixer architecture for image classification in MATLAB | 6 |
 zk-ml/research | Research on integrating machine learning with emergent runtimes to improve performance and security. | 22 |
 csailvision/places365 | Provides pre-trained deep learning models for scene classification on the Places365 dataset | 1,926 |
 hollance/yolo-coreml-mpsnngraph | An implementation of YOLO using Core ML and MPS graph API on iOS | 937 |
 r4ghu/ios-coreml-yolo | An implementation of object detection using the YOLO v1 model on iOS with CoreML | 163 |
 mdering/coremlzoo | A collection of converted deep learning models in CoreML format | 14 |
 huggingface/swift-coreml-transformers | Provides Swift implementations of popular transformer-based models for question answering and text generation. | 1,615 |