MobileNet V2 Classification vs. Scaled-YOLOv4

Both MobileNet V2 Classification and Scaled YOLOv4 are commonly used in computer vision projects. Below, we compare and contrast MobileNet V2 Classification and Scaled YOLOv4.

Models

MobileNet V2 Classification

MobileNet is a GoogleAI model well-suited for on-device, real-time classification (distinct from MobileNetSSD, Single Shot Detector). This implementation leverages transfer learning from ImageNet to your dataset.

Learn more about MobileNet V2 Classification

Scaled YOLOv4

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

Learn more about Scaled YOLOv4

Model Type

Classification

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Object Detection

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Model Features

Item 1 Info

Item 2 Info

Architecture

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YOLO

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Frameworks

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PyTorch

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Annotation Format

Instance Segmentation

Instance Segmentation

GitHub

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GitHub Stars

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2k+

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License

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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 MobileNet V2 Classification and Scaled YOLOv4 with Autodistill

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MobileNet V2 Classification vs. Scaled-YOLOv4

MobileNet V2 Classification vs. Scaled-YOLOv4

.

Both

MobileNet V2 Classification

and

Scaled YOLOv4

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

MobileNet V2 Classification

and

Scaled YOLOv4

	MobileNet V2 Classification	Scaled YOLOv4
Date of Release
Model Type	Classification	Object Detection
Architecture		YOLO
GitHub Stars		2000

MobileNet V2 Classification

MobileNet is a GoogleAI model well-suited for on-device, real-time classification (distinct from MobileNetSSD, Single Shot Detector). This implementation leverages transfer learning from ImageNet to your dataset.

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

Learn more about MobileNet V2 Classification

Learn more about Scaled YOLOv4

Compare MobileNet V2 Classification to other models

Compare Scaled YOLOv4 to other models

YOLOv8 Instance Segmentation

YOLOv7 Instance Segmentation

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