OneFormer vs. YOLOX

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

Models

OneFormer

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

Learn more about OneFormer

YOLOX

YOLOX is a high-performance object detection model.

Learn more about YOLOX

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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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

1.3k+

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8.9k+

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License

MIT

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Apache-2.0

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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 YOLOX with Autodistill

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OneFormer vs. YOLOX

OneFormer vs. YOLOX

.

Both

OneFormer

and

YOLOX

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

OneFormer

and

YOLOX

	OneFormer	YOLOX
Date of Release	Nov 10, 2022	Jul 18, 2021
Model Type	Instance Segmentation	Object Detection
Architecture	Transformers	CNN, YOLO
GitHub Stars	1300	8900

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

YOLOX

YOLOX is a high-performance 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 YOLOX

Compare OneFormer to other models

MobileNet V2 Classification

MobileNet SSD v2

Compare YOLOX to other models

YOLOv8 Instance Segmentation

YOLOv7 Instance Segmentation

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