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SegFormer vs. YOLOv4 Tiny

SegFormer vs. YOLOv4 Tiny

Both

SegFormer

and

YOLOv4 Tiny

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

SegFormer

and

YOLOv4 Tiny

.

	SegFormer	YOLOv4 Tiny
Date of Release	May 31, 2021	Nov 09, 2020
Model Type	Semantic Segmentation	Object Detection
Architecture	Transformers	ResNet-D, YOLO
GitHub Stars	1300

SegFormer

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

How to Augment How to Label How to Plot Predictions How to Filter Predictions How to Create a Confusion Matrix

YOLOv4 Tiny

The tiny and fast version of YOLOv4 - good for training and deployment on limited compute resources, and getting a feel for your dataset

How to Augment How to Label How to Plot Predictions How to Filter Predictions How to Create a Confusion Matrix

Learn more about SegFormer

Learn more about YOLOv4 Tiny

Compare SegFormer to other models

MobileNet V2 Classification

MobileNet SSD v2

Compare YOLOv4 Tiny to other models

YOLOv8 Instance Segmentation

YOLOv7 Instance Segmentation

MobileNet V2 Classification

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