YOLOR vs. SegFormer: Compared and Contrasted

Models

YOLOR (You Only Learn One Representation) is an object detection model that uses both implicit and explicit knowledge to make predictions.

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

CNN, YOLO

Transformers

Frameworks

PyTorch

Annotation Format

Instance Segmentation

GitHub

GitHub Stars

2k+

2.2k+

License

GPL-3.0

NVIDIA Source Code

Paper

Training Notebook

Deploy Model