Using DeepLab Convolutional Neural Network and transfer learning for the Semantic Segmentation — What is DeepLab? DeepLab is a recent and one of the most promising technique for semantic image segmentation with Deep Learning. Semantic segmentation is understanding an image at the pixel level and assigning a label to every pixel in an image such that pixels with the same label share certain characteristics.

Modifying the DeepLab code to train on your own dataset for object segmentation in images — I work as a Research Scientist at FlixStock, focusing on Deep Learning solutions to generate and/or edit images. We identify coherent regions belonging to various objects in an image using Semantic Segmentation. DeepLab is an ideal solution for Semantic Segmentation. The code is available in TensorFlow. In this article, I…