YOLOv5 vs. Mask RCNN

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

Models

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

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

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

46k+

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24k+

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License

AGPL-3.0

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MIT

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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 YOLOv5 and Mask RCNN with Autodistill

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YOLOv5 vs. Mask RCNN

YOLOv5 vs. Mask RCNN

.

Both

YOLOv5

and

Mask RCNN

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

YOLOv5

and

Mask RCNN

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

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

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

Learn more about YOLOv5

Learn more about Mask RCNN

Compare YOLOv5 to other models

MobileNet V2 Classification

MobileNet SSD v2

Compare Mask RCNN to other models

YOLOv8 Instance Segmentation

YOLOv7 Instance Segmentation

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