YOLOX vs. Mask RCNN

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

Models

YOLOX

YOLOX is a high-performance object detection model.

Learn more about YOLOX

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

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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24k+

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License

Apache-2.0

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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 YOLOX and Mask RCNN with Autodistill

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YOLOX vs. Mask RCNN

YOLOX vs. Mask RCNN

.

Both

YOLOX

and

Mask RCNN

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

YOLOX

and

Mask RCNN

	YOLOX	Mask RCNN
Date of Release	Jul 18, 2021	Oct 23, 2017
Model Type	Object Detection	Instance Segmentation
Architecture	CNN, YOLO
GitHub Stars	8900	24000

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

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 YOLOX

Learn more about Mask RCNN

Compare YOLOX 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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