{"id":13995721,"url":"https://github.com/cocoa-ai/FlowersVisionDemo","last_synced_at":"2025-07-22T22:32:08.684Z","repository":{"id":215834999,"uuid":"95823238","full_name":"cocoa-ai/FlowersVisionDemo","owner":"cocoa-ai","description":"🌸 iOS11 demo application for flower 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Flowers Vision Demo\n\niOS11 demo application for flower classification using `Vision` and `CoreML`\nframeworks.\n\n\u003cdiv align=\"center\"\u003e\n\u003cimg src=\"https://github.com/cocoa-ai/FlowersVisionDemo/blob/master/Screenshot.png\" alt=\"FlowersVisionDemo\" width=\"300\" height=\"464\" /\u003e\n\u003c/div\u003e\n\n## Model\n\nThis demo is based on [Caffe CNNs for the Oxford 102 flower dataset](https://github.com/jimgoo/caffe-oxford102),\nwhich was converted to [CoreML model](https://drive.google.com/file/d/1mg0V6xsQJ18yYfKORtZA506cZgdiqfGS/view?usp=sharing)\nusing [coremltools](https://pypi.python.org/pypi/coremltools) python package.\n\n## Requirements\n\n- Xcode 9\n- iOS 11\n\n## Installation\n\n```sh\ngit clone https://github.com/cocoa-ai/FlowersVisionDemo.git\ncd FlowersVisionDemo\npod install\nopen Flowers.xcworkspace/\n```\n\nDownload the [CoreMl model](https://drive.google.com/file/d/0B1ghKa_MYL6meDBHT2NaZGxkNzQ/view?usp=sharing)\nand add the file to \"Resources\" folder in the project's directory.\n\nBuild the project and run it on a simulator or a device with iOS 11.\n\n## Conversion\n\n```sh\ncd Convert\n./download.sh\npython convert.py\n```\n\n## Author\n\nVadym Markov, markov.vadym@gmail.com\n\n## Credits\n\n- [Classifying images in the Oxford 102 flower dataset with CNNs](http://jimgoo.com/flower-power/)\n- Photo in the demo is taken from [Flickr](https://flic.kr/p/2zjdHr) and is\ndistributed under [Attribution 2.0 Generic (CC BY 2.0) license](https://creativecommons.org/licenses/by/2.0/legalcode)\n\n## References\n- [Caffe Model Zoo](https://github.com/caffe2/caffe2/wiki/Model-Zoo)\n- [Apple Machine Learning](https://developer.apple.com/machine-learning/)\n- [Vision Framework](https://developer.apple.com/documentation/vision)\n- [CoreML Framework](https://developer.apple.com/documentation/coreml)\n- [coremltools](https://pypi.python.org/pypi/coremltools)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcocoa-ai%2FFlowersVisionDemo","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fcocoa-ai%2FFlowersVisionDemo","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcocoa-ai%2FFlowersVisionDemo/lists"}