MobileNet V2 Classification vs. YOLOv7

Both MobileNet V2 Classification and YOLOv7 are commonly used in computer vision projects. Below, we compare and contrast MobileNet V2 Classification and YOLOv7.

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

YOLOv7

YOLOv7 is a state of the art object detection model.

Learn more about YOLOv7

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, CNN

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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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12.5k+

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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 YOLOv7 with Autodistill

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MobileNet V2 Classification vs. YOLOv7

MobileNet V2 Classification vs. YOLOv7

.

Both

MobileNet V2 Classification

and

YOLOv7

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

MobileNet V2 Classification

and

YOLOv7

	MobileNet V2 Classification	YOLOv7
Date of Release		Jul 06, 2022
Model Type	Classification	Object Detection
Architecture		YOLO, CNN
GitHub Stars		12500

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

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

Learn more about MobileNet V2 Classification

Learn more about YOLOv7

Compare MobileNet V2 Classification to other models

Compare YOLOv7 to other models

YOLOv8 Instance Segmentation

MobileNet V2 Classification

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