YOLOv3 PyTorch vs. YOLOS: Compared and Contrasted

Models

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.

Learn more about YOLOv3 PyTorch

YOLOS

YOLOS looks at patches of an image to to form "patch tokens", which are used in place of the traditional wordpiece tokens in NLP.

Learn more about YOLOS

Model Type

Object Detection

Model Features

Item 1 Info

Item 2 Info

Architecture

YOLO

Transformer, YOLO

Frameworks

PyTorch

Annotation Format

Instance Segmentation

GitHub

View Repo

GitHub Stars

7.2k+

812+

License

GPL-3.0

MIT

Paper

Training Notebook

Deploy Model

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YOLOv3 PyTorch vs. YOLOS

Both

YOLOv3 PyTorch

and

YOLOS

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

YOLOv3 PyTorch

and

YOLOS

	YOLOv3 PyTorch	YOLOS
Date of Release	Apr 08, 2018	Jun 01, 2021
Model Type	Object Detection	Object Detection
Architecture	YOLO	Transformer, YOLO
GitHub Stars	7200	812

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 Augment How to Label How to Plot Predictions How to Filter Predictions How to Create a Confusion Matrix