Models

Mask RCNN vs. SegFormer

Both

Mask RCNN

and

SegFormer

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

Mask RCNN

and

SegFormer

.

  Mask RCNN SegFormer
Date of Release Oct 23, 2017 May 31, 2021
Model Type Instance Segmentation Semantic Segmentation
Architecture Transformers
GitHub Stars 22500 1300

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

SegFormer

SegFormer is a computer vision framework used in semantic segmentation tasks, implemented with transformers.

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

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