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 22500 648

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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