cocoa-ai/FlowersVisionDemo

🌸 iOS11 demo application for flower classification.

Flowers Vision Demo

iOS11 demo application for flower classification using Vision and CoreML frameworks.

Model

This demo is based on Caffe CNNs for the Oxford 102 flower dataset, which was converted to CoreML model using coremltools python package.

Requirements

• Xcode 9
• iOS 11

Installation

git clone https://github.com/cocoa-ai/FlowersVisionDemo.git
cd FlowersVisionDemo
pod install
open Flowers.xcworkspace/

Download the CoreMl model and add the file to "Resources" folder in the project's directory.

Build the project and run it on a simulator or a device with iOS 11.

Conversion

cd Convert
./download.sh
python convert.py

Author

Vadym Markov, markov.vadym@gmail.com

Credits

• Classifying images in the Oxford 102 flower dataset with CNNs
• Photo in the demo is taken from Flickr and is distributed under Attribution 2.0 Generic (CC BY 2.0) license

References

• Caffe Model Zoo
• Apple Machine Learning
• Vision Framework
• CoreML Framework
• coremltools