Models

SegFormer vs. Faster R-CNN

Both

SegFormer

and

Faster R-CNN

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

SegFormer

and

Faster R-CNN

.

  SegFormer Faster R-CNN
Date of Release May 31, 2021
Model Type Semantic Segmentation Object Detection
Architecture Transformers
GitHub Stars 1300 7800

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

Faster R-CNN

One of the most accurate object detection algorithms but requires a lot of power at inference time. A good choice if you can do processing asynchronously on a server.

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

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