YOLOv7 Instance Segmentation vs. EfficientNet

Both YOLOv7 Instance Segmentation and EfficientNet are commonly used in computer vision projects. Below, we compare and contrast YOLOv7 Instance Segmentation and EfficientNet.

Models

YOLOv7 Instance Segmentation

YOLOv7 Instance Segmentation lets you perform segmentation tasks with the YOLOv7 model.

Learn more about YOLOv7 Instance Segmentation

EfficientNet

EfficientNet is from a family of image classification models from GoogleAI that train comparatively quickly on small amounts of data, making the most of limited datasets.

Learn more about EfficientNet

Model Type

Instance Segmentation

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Classification

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Model Features

Item 1 Info

Item 2 Info

Architecture

YOLO

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CNN

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Frameworks

PyTorch

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Keras

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Annotation Format

Instance Segmentation

Instance Segmentation

GitHub

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GitHub Stars

12.5k+

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License

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 Instance Segmentation and EfficientNet with Autodistill

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YOLOv7 Instance Segmentation vs. EfficientNet

YOLOv7 Instance Segmentation vs. EfficientNet

.

Both

YOLOv7 Instance Segmentation

and

EfficientNet

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

YOLOv7 Instance Segmentation

and

EfficientNet

	YOLOv7 Instance Segmentation	EfficientNet
Date of Release		May 28, 2019
Model Type	Instance Segmentation	Classification
Architecture	YOLO	CNN
GitHub Stars	12500	7200

YOLOv7 Instance Segmentation

YOLOv7 Instance Segmentation lets you perform segmentation tasks with the YOLOv7 model.

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

EfficientNet

EfficientNet is from a family of image classification models from GoogleAI that train comparatively quickly on small amounts of data, making the most of limited datasets.

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

Learn more about YOLOv7 Instance Segmentation

Learn more about EfficientNet

Compare YOLOv7 Instance Segmentation to other models

MobileNet V2 Classification

MobileNet SSD v2

Compare EfficientNet to other models

YOLOv8 Instance Segmentation

YOLOv7 Instance Segmentation

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