Mask RCNN vs. YOLOv5

Both Mask RCNN and YOLOv5 are commonly used in computer vision projects. Below, we compare and contrast Mask RCNN and YOLOv5.

Models

Mask RCNN

Mask RCNN is a convolutional neural network for instance segmentation.

Learn more about Mask RCNN

YOLOv5

A very fast and easy to use PyTorch model that achieves state of the art (or near state of the art) results.

Learn more about YOLOv5

Model Type

Instance Segmentation

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Object Detection

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Model Features

Item 1 Info

Item 2 Info

Architecture

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CNN, YOLO

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Frameworks

PyTorch

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PyTorch

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Annotation Format

Instance Segmentation

Instance Segmentation

GitHub

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GitHub Stars

24k+

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46k+

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License

MIT

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AGPL-3.0

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Paper

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Training Notebook

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Deploy Model

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Deploy with Roboflow

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Deploy with Roboflow

Compare Mask RCNN and YOLOv5 with Autodistill

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Mask RCNN vs. YOLOv5

Mask RCNN vs. YOLOv5

.

Both

Mask RCNN

and

YOLOv5

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

Mask RCNN

and

YOLOv5

	Mask RCNN	YOLOv5
Date of Release	Oct 23, 2017	Jan 06, 2020
Model Type	Instance Segmentation	Object Detection
Architecture		CNN, YOLO
GitHub Stars	24000	33200

Mask RCNN

Mask RCNN is a convolutional neural network for instance segmentation.

How to Augment How to Label How to Plot Predictions How to Filter Predictions How to Create a Confusion Matrix

YOLOv5

A very fast and easy to use PyTorch model that achieves state of the art (or near state of the art) results.

How to Augment How to Label How to Plot Predictions How to Filter Predictions How to Create a Confusion Matrix

Learn more about Mask RCNN

Learn more about YOLOv5

Compare Mask RCNN to other models

MobileNet V2 Classification

MobileNet SSD v2

Compare YOLOv5 to other models

YOLOv8 Instance Segmentation

YOLOv7 Instance Segmentation

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