Models
SegFormer vs. YOLOv7

SegFormer vs. YOLOv7

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

Models

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SegFormer

SegFormer is a computer vision framework used in semantic segmentation tasks, implemented with transformers.
Learn more about SegFormer
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YOLOv7

YOLOv7 is a state of the art object detection model.
Learn more about YOLOv7
Model Type
Semantic Segmentation
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Object Detection
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Model Features
Item 1 Info
Item 2 Info
Architecture
Transformers
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YOLO, CNN
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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
2.2k+
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13.0k+
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License
NVIDIA Source Code
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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 SegFormer and YOLOv7 with Autodistill