Models
YOLOv8 Instance Segmentation vs. Detectron2

YOLOv8 Instance Segmentation vs. Detectron2

Both YOLOv8 Instance Segmentation and Detectron2 are commonly used in computer vision projects. Below, we compare and contrast YOLOv8 Instance Segmentation and Detectron2.

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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Detectron2

Detectron2 is model zoo of it's own for computer vision models written in PyTorch.
Model Type
Instance Segmentation
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Object Detection
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Model Features
Item 1 Info
Item 2 Info
Architecture
YOLO
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Frameworks
PyTorch
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PyTorch
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Annotation Format
Instance Segmentation
Instance Segmentation
GitHub Stars
21.1k+
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28.4k+
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License
AGPL-3.0
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Apache-2.0
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Training Notebook

Compare YOLOv8 Instance Segmentation and Detectron2 with Autodistill

Models

YOLOv8 Instance Segmentation vs. Detectron2

.

Both

YOLOv8 Instance Segmentation

and

Detectron2

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

YOLOv8 Instance Segmentation

and

Detectron2
  YOLOv8 Instance Segmentation Detectron2
Date of Release Jan 10, 2023
Model Type Instance Segmentation Object Detection
Architecture YOLO
GitHub Stars 21100 28400

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

Detectron2

Detectron2 is model zoo of it's own for computer vision models written in PyTorch.

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

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