Mask RCNN vs. YOLOv7

Both Mask RCNN and YOLOv7 are commonly used in computer vision projects. Below, we compare and contrast Mask RCNN and YOLOv7.

Models

Mask RCNN

Mask RCNN is a convolutional neural network for instance segmentation.

Learn more about Mask RCNN

YOLOv7

YOLOv7 is a state of the art object detection model.

Learn more about YOLOv7

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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YOLO, CNN

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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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12.5k+

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License

MIT

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GPL-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 YOLOv7 with Autodistill

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Mask RCNN vs. YOLOv7

Mask RCNN vs. YOLOv7

.

Both

Mask RCNN

and

YOLOv7

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

Mask RCNN

and

YOLOv7

	Mask RCNN	YOLOv7
Date of Release	Oct 23, 2017	Jul 06, 2022
Model Type	Instance Segmentation	Object Detection
Architecture		YOLO, CNN
GitHub Stars	24000	12500

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

YOLOv7

YOLOv7 is a state of the art object detection model.

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 YOLOv7

Compare Mask RCNN to other models

MobileNet V2 Classification

MobileNet SSD v2

Compare YOLOv7 to other models

YOLOv8 Instance Segmentation

MobileNet V2 Classification

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