SegFormer vs. Detectron2

Both SegFormer and Detectron2 are commonly used in computer vision projects. Below, we compare and contrast SegFormer and Detectron2.

Models

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

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

Model Type

Semantic Segmentation

Object Detection

Model Features

Item 1 Info

Item 2 Info

Architecture

Transformers

Frameworks

PyTorch

Annotation Format

Instance Segmentation

GitHub

GitHub Stars

2.2k+

28.4k+

License

NVIDIA Source Code

Apache-2.0

Paper

Training Notebook

Deploy Model