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YOLOv7 Instance Segmentation vs. Detectron2

YOLOv7 Instance Segmentation vs. Detectron2

Both YOLOv7 Instance Segmentation and Detectron2 are commonly used in computer vision projects. Below, we compare and contrast YOLOv7 Instance Segmentation and Detectron2.

Models

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YOLOv7 Instance Segmentation

YOLOv7 Instance Segmentation lets you perform segmentation tasks with the YOLOv7 model.
Learn more about YOLOv7 Instance Segmentation
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Detectron2

Detectron2 is model zoo of it's own for computer vision models written in PyTorch.
Learn more about Detectron2
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
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View Repo
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View Repo
GitHub Stars
12.5k+
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28.4k+
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License
GPL-3.0
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Apache-2.0
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Paper
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View Paper
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View Paper
Training Notebook
Train on Colab
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Train on Colab
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Deploy Model
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Deploy with Roboflow
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Deploy with Roboflow
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Compare YOLOv7 Instance Segmentation and Detectron2 with Autodistill

Models
YOLOv7 Instance Segmentation vs. Detectron2

YOLOv7 Instance Segmentation vs. Detectron2

.

Both

YOLOv7 Instance Segmentation

and

Detectron2

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

YOLOv7 Instance Segmentation

and

Detectron2
  YOLOv7 Instance Segmentation Detectron2
Date of Release
Model Type Instance Segmentation Object Detection
Architecture YOLO
GitHub Stars 12500 28400

YOLOv7 Instance Segmentation

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

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
Learn more about YOLOv7 Instance Segmentation
Learn more about Detectron2

Compare YOLOv7 Instance Segmentation to other models

MobileNet V2 Classification
MobileNet SSD v2
YOLOv3 Keras
YOLOv3 PyTorch
YOLOv4 PyTorch

Compare Detectron2 to other models

YOLO-World
YOLOv8 Instance Segmentation
YOLOv8
YOLOv7 Instance Segmentation
OneFormer

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