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DeepLab on Android

DeepLab is a state-of-art deep learning model for semantic image segmentation, where the goal is to assign semantic labels (e.g., person, dog, cat and so on) to every pixel in the input image. Here is mobile version running on Android devices.

Here is demo screen recording.

DeepLab Demo

How to run

Download the frozen graph mobilenetv2_coco_voc_trainaug from Deeplab github and put to assets folder.

Known issues

Crashes with the exception no OpKernel was registered to support Op 'Slice' with these attrs

License

Forked from https://github.com/dailystudio/ml/tree/master/deeplab

Apache License 2.0