This repository provides a TensorFlow 2 implementation of the paper "ICNet for Real-Time Semantic Segmentation on High-Resolution Images," by Hengshuang Zhao, and et. al. (ECCV'18). The model is provided as a tf.keras.layers.Layer that can be uncluded in any TF2.x framework.