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YOLOS vs. Mask RCNN

YOLOS vs. Mask RCNN

Both

YOLOS

and

Mask RCNN

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

YOLOS

and

Mask RCNN

.

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

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

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 YOLOS

Learn more about Mask RCNN

Compare YOLOS to other models

MobileNet V2 Classification

MobileNet SSD v2

Compare Mask RCNN to other models

YOLOv8 Instance Segmentation

YOLOv7 Instance Segmentation

MobileNet V2 Classification

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