Models
YOLOv8 vs. Mask RCNN

YOLOv8 vs. Mask RCNN

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

Models

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YOLOv8

YOLOv8 is a state-of-the-art object detection and image segmentation model created by Ultralytics, the developers of YOLOv5.
Learn more about YOLOv8
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Mask RCNN

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

Compare YOLOv8 and Mask RCNN with Autodistill

Models

YOLOv8 vs. Mask RCNN

.

Both

YOLOv8

and

Mask RCNN

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

YOLOv8

and

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

YOLOv8

YOLOv8 is a state-of-the-art object detection and image segmentation model created by Ultralytics, the developers of YOLOv5.

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

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