Models

YOLOv3 PyTorch vs. SegFormer

Both

YOLOv3 PyTorch

and

SegFormer

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

YOLOv3 PyTorch

and

SegFormer

.

  YOLOv3 PyTorch SegFormer
Date of Release Apr 08, 2018 May 31, 2021
Model Type Object Detection Semantic Segmentation
Architecture YOLO Transformers
GitHub Stars 6800 1300

YOLOv3 PyTorch

Though it is no longer the most accurate object detection algorithm, YOLO v3 is still a very good choice when you need real-time detection while maintaining excellent accuracy. PyTorch version.

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

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

Deploy a computer vision model today

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

Get started