YOLOv7 vs. YOLOv3 PyTorch: Compared and Contrasted

Models

YOLOv7

YOLOv7 is a state of the art object detection model.

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

YOLO, CNN

YOLO

Frameworks

PyTorch

Annotation Format

Instance Segmentation

GitHub

View Repo

GitHub Stars

12.5k+

7.2k+

License

GPL-3.0

Paper

Training Notebook

Deploy Model

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YOLOv7 vs. YOLOv3 PyTorch

Both

YOLOv7

and

YOLOv3 PyTorch

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

YOLOv7

and

YOLOv3 PyTorch

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

YOLOv7

YOLOv7 is a state of the art object detection model.

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 YOLOv7

Learn more about YOLOv3 PyTorch