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기술
In addition to Object Detection, Neural also supports Image Classification, by default, Neural is bundled with Resnet50 Image Classification Model.
Core ML* models which are a type of "Pipeline" in the format of *.mlmodel is supported by this app for Object Detection. No other model format is supported as of now.
Core ML Supported Tools, Services, and Converters:
• Turi Create* - https://github.com/apple/turicreate
• IBM Watson Services* - https://developer.apple.com/ibm/
• Core ML Tools* - https://pypi.org/project/coremltools/
• Apache MXNet* - https://github.com/apache/incubator-mxnet/tree/master/tools/coreml
• TensorFlow* - https://github.com/tf-coreml/tf-coreml
• ONNX* - https://github.com/onnx/onnx-coreml
* Turi Create, IBM Watson Services, Core ML, Apache MXNet, TensorFlow, ONNX might be registered trademarks of their respected owners / proprietors. Neural Object Detector nor the developer is not affiliated with any of the above services or companies.
YOLOv3 Model bundled with the is app is free, open source model. More info: https://github.com/pjreddie/darknet
Resnet50 Model bundled with this app for Image Classification is free, and open source model.
More info: https://github.com/fchollet/deep-learning-models/blob/master/LICENSE
Visit https://hariharanm.com/neural/acknowledgements/ for Acknowledgments.
The machine learning aspects are all proceed on device so nothing leaves the device. No cloud services are involved. No private analytics services. If, a user decides to contact app support a handful of data will be complied into a log file and attached to the mail composer, these data include app version, app configuration, device model, battery info, device software version, CPU utilised my the app. If the user decided not share, they can simply delete it and continue with the composing the support mail. No data is that is individually identifiable is collected.
https://hariharanm.com/
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