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YOLOv7 Instance Segmentation vs. Scaled-YOLOv4

YOLOv7 Instance Segmentation vs. Scaled-YOLOv4

Both YOLOv7 Instance Segmentation and Scaled YOLOv4 are commonly used in computer vision projects. Below, we compare and contrast YOLOv7 Instance Segmentation and Scaled YOLOv4.

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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Scaled YOLOv4

Scaled YOLOv4 is an extension of the YOLOv4 research implemented in the YOLOv5 PyTorch framework.
Learn more about Scaled YOLOv4
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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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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2k+
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License
GPL-3.0
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GPL-3.0
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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 Scaled YOLOv4 with Autodistill

Models
YOLOv7 Instance Segmentation vs. Scaled-YOLOv4

YOLOv7 Instance Segmentation vs. Scaled-YOLOv4

.

Both

YOLOv7 Instance Segmentation

and

Scaled YOLOv4

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

YOLOv7 Instance Segmentation

and

Scaled YOLOv4
  YOLOv7 Instance Segmentation Scaled YOLOv4
Date of Release
Model Type Instance Segmentation Object Detection
Architecture YOLO YOLO
GitHub Stars 12500 2000

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

Scaled YOLOv4

Scaled YOLOv4 is an extension of the YOLOv4 research implemented in the YOLOv5 PyTorch framework.

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 Scaled YOLOv4

Compare YOLOv7 Instance Segmentation to other models

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

Compare Scaled YOLOv4 to other models

YOLO-World
YOLOv8 Instance Segmentation
YOLOv8
YOLOv7 Instance Segmentation
OneFormer

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