- Apple Developer Program Account (Simulator doesn’t have a camera)
- Xcode 9.2
- OpenCV 3.3.1 iOS Pack
- Git LFS
- Tensorflow-lite
- any iOS device with a decent camera
-
Opencv Example application made for this post.
-
Tensorflow Example application made for this post
-
Model File: DeepLab segmentation download (image segmentation model that assigns semantic labels (e.g., dog, cat, car) to every pixel in the input image)
git clone https://github.com/toniz/deeplab-on-ios.git
cd deeplab-on-ios/
pod install
open DeeplabOnIOS.xcworkspace
- DeepLabv3+:
@inproceedings{deeplabv3plus2018,
title={Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation},
author={Liang-Chieh Chen and Yukun Zhu and George Papandreou and Florian Schroff and Hartwig Adam},
booktitle={ECCV},
year={2018}
}