YOLOv8 Instance Segmentation vs. YOLOv7

Both YOLOv8 Instance Segmentation and YOLOv7 are commonly used in computer vision projects. Below, we compare and contrast YOLOv8 Instance Segmentation and YOLOv7.

Models

YOLOv8 Instance Segmentation

The state-of-the-art YOLOv8 model comes with support for instance segmentation tasks.

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

YOLO

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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

21.1k+

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12.5k+

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License

AGPL-3.0

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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 YOLOv8 Instance Segmentation and YOLOv7 with Autodistill

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YOLOv8 Instance Segmentation vs. YOLOv7

YOLOv8 Instance Segmentation vs. YOLOv7

.

Both

YOLOv8 Instance Segmentation

and

YOLOv7

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

YOLOv8 Instance Segmentation

and

YOLOv7

	YOLOv8 Instance Segmentation	YOLOv7
Date of Release	Jan 10, 2023	Jul 06, 2022
Model Type	Instance Segmentation	Object Detection
Architecture	YOLO	YOLO, CNN
GitHub Stars	21100	12500

YOLOv8 Instance Segmentation

The state-of-the-art YOLOv8 model comes with support for instance segmentation tasks.

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 YOLOv7

Compare YOLOv8 Instance Segmentation to other models

MobileNet V2 Classification

MobileNet SSD v2

Compare YOLOv7 to other models

YOLOv8 Instance Segmentation

MobileNet V2 Classification

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