This repository reproduces the DeepLabv3+ semantic image segmentation model in TensorFlow. It implements an encoder-decoder architecture with atrous separable convolutions for pixel-level image segmentation. The project provides training scripts and utilities for working with standard computer vision datasets including PASCAL VOC and Cityscapes, handling data preparation in TFRecord format.