YOLOX vs. Detectron2

Both YOLOX and Detectron2 are commonly used in computer vision projects. Below, we compare and contrast YOLOX and Detectron2.

Models

YOLOX

YOLOX is a high-performance object detection model.

Learn more about YOLOX

Detectron2

Detectron2 is model zoo of it's own for computer vision models written in PyTorch.

Learn more about Detectron2

Model Type

Object Detection

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Object Detection

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Model Features

Item 1 Info

Item 2 Info

Architecture

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

8.9k+

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28.4k+

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License

Apache-2.0

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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 YOLOX and Detectron2 with Autodistill

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YOLOX vs. Detectron2

YOLOX vs. Detectron2

.

Both

YOLOX

and

Detectron2

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

YOLOX

and

Detectron2

	YOLOX	Detectron2
Date of Release	Jul 18, 2021
Model Type	Object Detection	Object Detection
Architecture	CNN, YOLO
GitHub Stars	8900	28400

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

Detectron2

Detectron2 is model zoo of it's own for computer vision models written in PyTorch.

How to Augment How to Label How to Plot Predictions How to Filter Predictions How to Create a Confusion Matrix

Learn more about YOLOX

Learn more about Detectron2

Compare YOLOX to other models

MobileNet V2 Classification

MobileNet SSD v2

Compare Detectron2 to other models

YOLOv8 Instance Segmentation

YOLOv7 Instance Segmentation

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