Models
YOLOv4 vs. SegFormer

YOLOv4 vs. SegFormer

Both YOLOv4 Darknet and SegFormer are commonly used in computer vision projects. Below, we compare and contrast YOLOv4 Darknet and SegFormer.

Models

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YOLOv4 Darknet

YOLOv4 has emerged as the best real time object detection model. YOLOv4 carries forward many of the research contributions of the YOLO family of models along with new modeling and data augmentation techniques. This implementation is in Darknet.
Learn more about YOLOv4 Darknet
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SegFormer

SegFormer is a computer vision framework used in semantic segmentation tasks, implemented with transformers.
Learn more about SegFormer
Model Type
Object Detection
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Semantic 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
Darknet
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PyTorch
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Annotation Format
Instance Segmentation
Instance Segmentation
GitHub Stars
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2.2k+
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License
YOLO
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NVIDIA Source Code
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Training Notebook

Compare YOLOv4 Darknet and SegFormer with Autodistill

Models

YOLOv4 vs. SegFormer

.

Both

YOLOv4 Darknet

and

SegFormer

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

YOLOv4 Darknet

and

SegFormer
  YOLOv4 Darknet SegFormer
Date of Release May 31, 2021
Model Type Object Detection Semantic Segmentation
Architecture YOLO Transformers
GitHub Stars 2200

YOLOv4 Darknet

YOLOv4 has emerged as the best real time object detection model. YOLOv4 carries forward many of the research contributions of the YOLO family of models along with new modeling and data augmentation techniques. This implementation is in Darknet.

How to AugmentHow to LabelHow to Plot PredictionsHow to Filter PredictionsHow to Create a Confusion Matrix

SegFormer

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

How to AugmentHow to LabelHow to Plot PredictionsHow to Filter PredictionsHow to Create a Confusion Matrix

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