OneFormer vs. YOLOv7

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

Models

OneFormer

OneFormer is a state-of-the-art multi-task image segmentation framework that is implemented using transformers.

Learn more about OneFormer

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

Transformers

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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

1.3k+

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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 OneFormer and YOLOv7 with Autodistill

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OneFormer vs. YOLOv7

OneFormer vs. YOLOv7

.

Both

OneFormer

and

YOLOv7

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

OneFormer

and

YOLOv7

	OneFormer	YOLOv7
Date of Release	Nov 10, 2022	Jul 06, 2022
Model Type	Instance Segmentation	Object Detection
Architecture	Transformers	YOLO, CNN
GitHub Stars	1300	12500

OneFormer

OneFormer is a state-of-the-art multi-task image segmentation framework that is implemented using transformers.

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 OneFormer

Learn more about YOLOv7

Compare OneFormer to other models

MobileNet V2 Classification

MobileNet SSD v2

Compare YOLOv7 to other models

YOLOv8 Instance Segmentation

MobileNet V2 Classification

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