This tutorial provides a step-by-step guide on how to implement and train a U-Net model for persons segmentation using TensorFlow/Keras.
The tutorial is divided into four parts:
Part 1: Data Preprocessing and Preparation
In this part, you load and preprocess the persons dataset, including resizing images and masks, converting masks to binary format, and splitting the data into training, validation, and testing sets.
Part 2: U-Net Model Architecture
This part defines the U-Net model...
U-net Image Segmentation | How to segment persons in images
The tutorial is divided into four parts:
Part 1: Data Preprocessing and Preparation
In this part, you load and preprocess the persons dataset, including resizing images and masks, converting masks to binary format, and splitting the data into training, validation, and testing sets.
Part 2: U-Net Model Architecture
This part defines the U-Net model...
U-net Image Segmentation | How to segment persons in images