YOLOv7 vs. Scaled-YOLOv4

Both YOLOv7 and Scaled YOLOv4 are commonly used in computer vision projects. Below, we compare and contrast YOLOv7 and Scaled YOLOv4.

Models

YOLOv7

YOLOv7 is a state of the art object detection model.

Learn more about YOLOv7

Scaled YOLOv4

Scaled YOLOv4 is an extension of the YOLOv4 research implemented in the YOLOv5 PyTorch framework.

Learn more about Scaled YOLOv4

Model Type

Object Detection

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Object Detection

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Model Features

Item 1 Info

Item 2 Info

Architecture

YOLO, CNN

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YOLO

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Frameworks

PyTorch

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PyTorch

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Annotation Format

Instance Segmentation

Instance Segmentation

GitHub

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GitHub Stars

13.0k+

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2k+

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License

GPL-3.0

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GPL-3.0

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Paper

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Training Notebook

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Deploy Model

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Deploy with Roboflow

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Deploy with Roboflow

Compare YOLOv7 and Scaled YOLOv4 with Autodistill

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YOLOv7 vs. Scaled-YOLOv4

YOLOv7 vs. Scaled-YOLOv4

.

Both

YOLOv7

and

Scaled YOLOv4

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

YOLOv7

and

Scaled YOLOv4

	YOLOv7	Scaled YOLOv4
Date of Release	Jul 06, 2022
Model Type	Object Detection	Object Detection
Architecture	YOLO, CNN	YOLO
GitHub Stars	12500	2000

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

Scaled YOLOv4

Scaled YOLOv4 is an extension of the YOLOv4 research implemented in the YOLOv5 PyTorch framework.

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

https://blog.roboflow.com/yolov7-breakdown/

Learn more about Scaled YOLOv4

Compare YOLOv7 to other models

MobileNet V2 Classification

MobileNet SSD v2

Compare Scaled YOLOv4 to other models

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