Models
YOLOv8 Instance Segmentation vs. MobileNet V2 Classification

YOLOv8 Instance Segmentation vs. MobileNet V2 Classification

Both YOLOv8 Instance Segmentation and MobileNet V2 Classification are commonly used in computer vision projects. Below, we compare and contrast YOLOv8 Instance Segmentation and MobileNet V2 Classification.

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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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
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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Frameworks
PyTorch
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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 MobileNet V2 Classification with Autodistill

Models

YOLOv8 Instance Segmentation vs. MobileNet V2 Classification

.

Both

YOLOv8 Instance Segmentation

and

MobileNet V2 Classification

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

YOLOv8 Instance Segmentation

and

MobileNet V2 Classification
  YOLOv8 Instance Segmentation MobileNet V2 Classification
Date of Release Jan 10, 2023
Model Type Instance Segmentation Classification
Architecture YOLO
GitHub Stars 21100

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

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

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