Models
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.

Models

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Mask RCNN

Mask RCNN is a convolutional neural network for instance segmentation.
Learn more about Mask RCNN
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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
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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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
24k+
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812+
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License
MIT
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MIT
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Training Notebook

Compare Mask RCNN and YOLOS with Autodistill

Models

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 24000 812

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

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

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