Overview

Instance segmentation extends object detection by predicting the shape of detected objects in addition to localizing them. Detectron2 is a machine learning library developed by Facebook on top of PyTorch to simplify the training of common machine learning architectures like Mask RCNN.

Mask RCNN is a convolutional neural network for instance segmentation. Our tutorial shows how to train it on a custom dataset.

‍

Performance

Use This Model

Label Data Automatically with Mask RCNN

You can automatically label a dataset using Mask RCNN with help from Autodistill, an open source package for training computer vision models. You can label a folder of images automatically with only a few lines of code. Below, see our tutorials that demonstrate how to use Mask RCNN to train a computer vision model.

No items found.