Deep learning, especially convolutional neural networks, has shown great potential in automating image classification and segmentation by learning and extracting features. The nnU-Net framework is ...

What is Google Colab? Google Colab (short for colaboratory) is a cloud-based Jupyter Notebook environment that enables users to write and execute Python code directly in their browser.

Deep learning-based image segmentation methods require densely annotated and massive datasets to produce effective results. On the other hand, active contours-based methods are excellent alternatives ...

Deep learning has been widely used in medical image segmentation and other aspects. However, the performance of existing medical image segmentation models has been limited by the challenge of ...

This repository contains the source code of our proposed multimodal image segmentation frameworks. The network architectures and training procedure are provided to reproduce the experimental results ...

New AI model can “cut out” any object within an image—and Meta is sharing the code Meta's "Segment Anything" uses AI to isolate objects on command.

Users can now try out Meta’s new AI-powered promptable 'Segment Anything Model' that’s based on a 1-billion-strong mask dataset.