Models

SegFormer vs. Mask RCNN

Both

SegFormer

and

Mask RCNN

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

SegFormer

and

Mask RCNN

.

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

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

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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