Models
Detectron2 vs. SegFormer

Detectron2 vs. SegFormer

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

Models

icon-model

Detectron2

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

SegFormer

SegFormer is a computer vision framework used in semantic segmentation tasks, implemented with transformers.
Model Type
Object Detection
--
Semantic Segmentation
--
Model Features
Item 1 Info
Item 2 Info
Architecture
--
Transformers
--
Frameworks
PyTorch
--
PyTorch
--
Annotation Format
Instance Segmentation
Instance Segmentation
GitHub Stars
28.4k+
--
2.2k+
--
License
Apache-2.0
--
NVIDIA Source Code
--
Training Notebook

Compare Detectron2 and SegFormer with Autodistill

Compare Detectron2 vs. SegFormer

Provide your own image below to test YOLOv8 and YOLOv9 model checkpoints trained on the Microsoft COCO dataset.

COCO can detect 80 common objects, including cats, cell phones, and cars.