YOLOv5 vs. YOLOv3 PyTorch: Compared and Contrasted

Models

YOLOv5

A very fast and easy to use PyTorch model that achieves state of the art (or near state of the art) results.

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

Model Type

Object Detection

Model Features

Item 1 Info

Item 2 Info

Architecture

CNN, YOLO

YOLO

Frameworks

PyTorch

Annotation Format

Instance Segmentation

GitHub

View Repo

GitHub Stars

46k+

7.2k+

License

AGPL-3.0

GPL-3.0

Paper

Training Notebook

Deploy Model

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YOLOv5 vs. YOLOv3 PyTorch

Both

YOLOv5

and

YOLOv3 PyTorch

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

YOLOv5

and

YOLOv3 PyTorch

	YOLOv5	YOLOv3 PyTorch
Date of Release	Jan 06, 2020	Apr 08, 2018
Model Type	Object Detection	Object Detection
Architecture	CNN, YOLO	YOLO
GitHub Stars	33200	7200

YOLOv5

A very fast and easy to use PyTorch model that achieves state of the art (or near state of the art) results.

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

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

Learn more about YOLOv5

Learn more about YOLOv3 PyTorch