Models

SegFormer vs. Detectron2

Both

SegFormer

and

Detectron2

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

SegFormer

and

Detectron2

.

  SegFormer Detectron2
Date of Release May 31, 2021
Model Type Semantic Segmentation Object Detection
Architecture Transformers
GitHub Stars 1300 22900

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

Detectron2

Detectron2 is model zoo of it's own for computer vision models written in PyTorch.

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

Deploy a computer vision model today

Join 250,000 developers curating high quality datasets and deploying better models with Roboflow.

Get started