Models
YOLOv8 Instance Segmentation vs. Mask RCNN

YOLOv8 Instance Segmentation vs. Mask RCNN

Both YOLOv8 Instance Segmentation and Mask RCNN are commonly used in computer vision projects. Below, we compare and contrast YOLOv8 Instance Segmentation and Mask RCNN.

Models

icon-model

YOLOv8 Instance Segmentation

The state-of-the-art YOLOv8 model comes with support for instance segmentation tasks.
icon-model

Mask RCNN

Mask RCNN is a convolutional neural network for instance segmentation.
Learn more about Mask RCNN
Model Type
Instance Segmentation
--
Instance Segmentation
--
Model Features
Item 1 Info
Item 2 Info
Architecture
YOLO
--
--
Frameworks
PyTorch
--
PyTorch
--
Annotation Format
Instance Segmentation
Instance Segmentation
GitHub Stars
21.1k+
--
24k+
--
License
AGPL-3.0
--
MIT
--
Training Notebook

Compare YOLOv8 Instance Segmentation and Mask RCNN with Autodistill

Models

YOLOv8 Instance Segmentation vs. Mask RCNN

.

Both

YOLOv8 Instance Segmentation

and

Mask RCNN

are commonly used in computer vision projects. Below, we compare and contrast

YOLOv8 Instance Segmentation

and

Mask RCNN
  YOLOv8 Instance Segmentation Mask RCNN
Date of Release Jan 10, 2023 Oct 23, 2017
Model Type Instance Segmentation Instance Segmentation
Architecture YOLO
GitHub Stars 21100 24000

YOLOv8 Instance Segmentation

The state-of-the-art YOLOv8 model comes with support for instance segmentation tasks.

How to AugmentHow to LabelHow to Plot PredictionsHow to Filter PredictionsHow to Create a Confusion Matrix

Mask RCNN

Mask RCNN is a convolutional neural network for instance segmentation.

How to AugmentHow to LabelHow to Plot PredictionsHow to Filter PredictionsHow to Create a Confusion Matrix

Deploy a computer vision model today

Join 250,000 developers curating high quality datasets and deploying better models with Roboflow.

Get started