Models
YOLOv8 Instance Segmentation vs. EfficientNet

YOLOv8 Instance Segmentation vs. EfficientNet

Both YOLOv8 Instance Segmentation and EfficientNet are commonly used in computer vision projects. Below, we compare and contrast YOLOv8 Instance Segmentation and EfficientNet.

Models

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YOLOv8 Instance Segmentation

The state-of-the-art YOLOv8 model comes with support for instance segmentation tasks.
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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.
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 Stars
21.1k+
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License
AGPL-3.0
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Training Notebook

Compare YOLOv8 Instance Segmentation and EfficientNet with Autodistill

Models

YOLOv8 Instance Segmentation vs. EfficientNet

.

Both

YOLOv8 Instance Segmentation

and

EfficientNet

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

YOLOv8 Instance Segmentation

and

EfficientNet
  YOLOv8 Instance Segmentation EfficientNet
Date of Release Jan 10, 2023 May 28, 2019
Model Type Instance Segmentation Classification
Architecture YOLO CNN
GitHub Stars 21100 7200

YOLOv8 Instance Segmentation

The state-of-the-art YOLOv8 model comes with support for instance segmentation tasks.

How to AugmentHow to LabelHow to Plot PredictionsHow to Filter PredictionsHow 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 AugmentHow to LabelHow to Plot PredictionsHow to Filter PredictionsHow to Create a Confusion Matrix

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