From Pytorch To Coreml
A simple guide that explains the steps from training a simple PyTorch image classifier to converting the generated neural network into a CoreML model ready for production
| Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
|---|---|---|---|---|---|---|---|---|---|---|
| Yolov5 | 44,755 |  | 2 | 3 months ago | 3 | June 08, 2022 | 144 | agpl-3.0 | Python | |
| YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite | ||||||||||
| Netron | 25,891 |  | 4 | 70 | 14 days ago | 610 | December 09, 2023 | 27 | mit | JavaScript |
| Visualizer for neural network, deep learning and machine learning models | ||||||||||
| Mmdnn | 5,776 | 3 | 7 months ago | 10 | July 24, 2020 | 333 | mit | Python | ||
| MMdnn is a set of tools to help users inter-operate among different deep learning frameworks. E.g. model conversion and visualization. Convert models between Caffe, Keras, MXNet, Tensorflow, CNTK, PyTorch Onnx and CoreML. | ||||||||||
| Tnn | 4,210 | 3 months ago | 298 | other | C++ | |||||
| TNN: developed by Tencent Youtu Lab and Guangying Lab, a uniform deep learning inference framework for mobile、desktop and server. TNN is distinguished by several outstanding features, including its cross-platform capability, high performance, model compression and code pruning. Based on ncnn and Rapidnet, TNN further strengthens the support and performance optimization for mobile devices, and also draws on the advantages of good extensibility and high performance from existed open source efforts. TNN has been deployed in multiple Apps from Tencent, such as Mobile QQ, Weishi, Pitu, etc. Contributions are welcome to work in collaborative with us and make TNN a better framework. | ||||||||||
| Coremltools | 3,888 |  | 133 | 37 | 3 months ago | 46 | November 01, 2023 | 282 | bsd-3-clause | Python |
| Core ML tools contain supporting tools for Core ML model conversion, editing, and validation. | ||||||||||
| Pinto_model_zoo | 3,121 | 3 months ago | 11 | mit | Python | |||||
| A repository for storing models that have been inter-converted between various frameworks. Supported frameworks are TensorFlow, PyTorch, ONNX, OpenVINO, TFJS, TFTRT, TensorFlowLite (Float32/16/INT8), EdgeTPU, CoreML. | ||||||||||
| Tutorials | 3,094 | 5 months ago | 108 | apache-2.0 | Jupyter Notebook | |||||
| Tutorials for creating and using ONNX models | ||||||||||
| Windows Machine Learning | 945 | 9 months ago | 16 | mit | C++ | |||||
| Samples and Tools for Windows ML. | ||||||||||
| Mobile Semantic Segmentation | 677 | 2 years ago | 14 | mit | Python | |||||
| Real-Time Semantic Segmentation in Mobile device | ||||||||||
| Deepvac | 618 | 3 years ago | 59 | June 28, 2021 | 12 | gpl-3.0 | Python | |||
| PyTorch Project Specification. | ||||||||||
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Python
Pytorch
Neural Network
Onnx
Coreml