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Tensorflow-lite Deeplab Real Time Segmentation on iOS with OpenCV spread retract

  • Objective-C++ 57.2%
  • Swift 22.7%
  • Objective-C 17.8%
  • Ruby 2.3%
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README.md

Tensorflow-lite Deeplab RealTime

1. Demo

2. Requirements:

3. Code reference

  • 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)

4. Installation:

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}
}

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