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YOLOv7 Instance Segmentation vs. OneFormer

YOLOv7 Instance Segmentation vs. OneFormer

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

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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OneFormer

OneFormer is a state-of-the-art multi-task image segmentation framework that is implemented using transformers.
Learn more about OneFormer
Model Type
Instance Segmentation
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Instance Segmentation
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Model Features
Item 1 Info
Item 2 Info
Architecture
YOLO
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Transformers
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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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1.3k+
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License
GPL-3.0
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MIT
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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 OneFormer with Autodistill

Models
YOLOv7 Instance Segmentation vs. OneFormer

YOLOv7 Instance Segmentation vs. OneFormer

.

Both

YOLOv7 Instance Segmentation

and

OneFormer

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

YOLOv7 Instance Segmentation

and

OneFormer
  YOLOv7 Instance Segmentation OneFormer
Date of Release Nov 10, 2022
Model Type Instance Segmentation Instance Segmentation
Architecture YOLO Transformers
GitHub Stars 12500 1300

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

OneFormer

OneFormer is a state-of-the-art multi-task image segmentation framework that is implemented using transformers.

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 OneFormer

Compare YOLOv7 Instance Segmentation to other models

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

Compare OneFormer to other models

YOLOv7 Instance Segmentation

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