Mask RCNN vs. YOLOX

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

Models

Mask RCNN

Mask RCNN is a convolutional neural network for instance segmentation.

Learn more about Mask RCNN

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

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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

24k+

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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 Mask RCNN and YOLOX with Autodistill

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Mask RCNN vs. YOLOX

Mask RCNN vs. YOLOX

.

Both

Mask RCNN

and

YOLOX

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

Mask RCNN

and

YOLOX

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

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

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 Mask RCNN

Learn more about YOLOX

Compare Mask RCNN to other models

MobileNet V2 Classification

MobileNet SSD v2

Compare YOLOX to other models

YOLOv8 Instance Segmentation

YOLOv7 Instance Segmentation

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