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Mask RCNN vs. YOLOS

Mask RCNN vs. YOLOS

Both

Mask RCNN

and

YOLOS

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

Mask RCNN

and

YOLOS

.

	Mask RCNN	YOLOS
Date of Release	Oct 23, 2017	Jun 01, 2021
Model Type	Instance Segmentation	Object Detection
Architecture		Transformer, YOLO
GitHub Stars	22500	648

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

YOLOS

YOLOS looks at patches of an image to to form "patch tokens", which are used in place of the traditional wordpiece tokens in NLP.

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 YOLOS

Compare Mask RCNN to other models

MobileNet V2 Classification

MobileNet SSD v2

Compare YOLOS to other models

YOLOv8 Instance Segmentation

YOLOv7 Instance Segmentation

MobileNet V2 Classification

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