Introduction SourceYoloV2(Object Detection)FCN(Semantic Segmentation) The field of semantic segmentation has many popular networks, including U-Net (2015), FCN (2015), PSPNet (2017), and others. In this study, we used an AMD Radeon GPU to run these networks. We used ROCm-TensorFlow 1.3 and ROCm 1.7.137 as our operating framework. *We re-used the source code from the following repository. hellochick https://github.com/hellochick/semantic-segmentation-tensorflow Setup TensorFlow 1.3 on an AMD Radeon GPU HIP-TensorFLow 1.0.1 was recently updated to TensorFlow 1.