YOLOv7 vs. Mask RCNN

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

Models

YOLOv7

YOLOv7 is a state of the art object detection model.

Learn more about YOLOv7

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

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GitHub Stars

12.5k+

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24k+

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License

GPL-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 YOLOv7 and Mask RCNN with Autodistill

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YOLOv7 vs. Mask RCNN

YOLOv7 vs. Mask RCNN

.

Both

YOLOv7

and

Mask RCNN

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

YOLOv7

and

Mask RCNN

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

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

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 YOLOv7

Learn more about Mask RCNN

Compare YOLOv7 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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