YOLOv3 PyTorch vs. YOLOv7: 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

YOLOv7

YOLOv7 is a state of the art object detection model.

Learn more about YOLOv7

Model Type

Object Detection

Model Features

Item 1 Info

Item 2 Info

Architecture

YOLO

YOLO, CNN

Frameworks

PyTorch

Annotation Format

Instance Segmentation

GitHub

View Repo

GitHub Stars

7.2k+

12.5k+

License

GPL-3.0

Paper

Training Notebook

Deploy Model

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YOLOv3 PyTorch vs. YOLOv7

Both

YOLOv3 PyTorch

and

YOLOv7

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

YOLOv3 PyTorch

and

YOLOv7

	YOLOv3 PyTorch	YOLOv7
Date of Release	Apr 08, 2018	Jul 06, 2022
Model Type	Object Detection	Object Detection
Architecture	YOLO	YOLO, CNN
GitHub Stars	7200	12500

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