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YOLOv7 Instance Segmentation vs. YOLOS

YOLOv7 Instance Segmentation vs. YOLOS

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

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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YOLOS

YOLOS looks at patches of an image to to form "patch tokens", which are used in place of the traditional wordpiece tokens in NLP.
Learn more about YOLOS
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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Transformer, 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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812+
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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 YOLOS with Autodistill

Models
YOLOv7 Instance Segmentation vs. YOLOS

YOLOv7 Instance Segmentation vs. YOLOS

.

Both

YOLOv7 Instance Segmentation

and

YOLOS

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

YOLOv7 Instance Segmentation

and

YOLOS
  YOLOv7 Instance Segmentation YOLOS
Date of Release Jun 01, 2021
Model Type Instance Segmentation Object Detection
Architecture YOLO Transformer, YOLO
GitHub Stars 12500 812

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

YOLOS

YOLOS looks at patches of an image to to form "patch tokens", which are used in place of the traditional wordpiece tokens in NLP.

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 YOLOS

Compare YOLOv7 Instance Segmentation to other models

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

Compare YOLOS to other models

YOLO-World
YOLOv8 Instance Segmentation
YOLOv8
YOLOv7 Instance Segmentation
OneFormer

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