Models
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.

Models

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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.
Learn more about YOLOS
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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
Transformer, YOLO
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Frameworks
PyTorch
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PyTorch
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Annotation Format
Instance Segmentation
Instance Segmentation
GitHub Stars
812+
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24k+
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License
MIT
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MIT
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Training Notebook

Compare YOLOS and Mask RCNN with Autodistill

Models

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 812 24000

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 AugmentHow to LabelHow to Plot PredictionsHow to Filter PredictionsHow to Create a Confusion Matrix

Mask RCNN

Mask RCNN is a convolutional neural network for instance segmentation.

How to AugmentHow to LabelHow to Plot PredictionsHow to Filter PredictionsHow to Create a Confusion Matrix

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