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 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 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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