OneFormer vs. Mask RCNN

Both OneFormer and Mask RCNN are commonly used in computer vision projects. Below, we compare and contrast OneFormer and Mask RCNN.

Models

OneFormer is a state-of-the-art multi-task image segmentation framework that is implemented using transformers.

Mask RCNN is a convolutional neural network for instance segmentation.

Model Type

Instance Segmentation

Model Features

Item 1 Info

Item 2 Info

Architecture

Transformers

Frameworks

PyTorch

Annotation Format

Instance Segmentation

GitHub

GitHub Stars

1.3k+

24k+

License

MIT

Paper

Training Notebook

Deploy Model

Provide your own image below to test YOLOv8 and YOLOv9 model checkpoints trained on the Microsoft COCO dataset.

COCO can detect 80 common objects, including cats, cell phones, and cars.