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YOLOv4 Tiny vs. SegFormer

YOLOv4 Tiny vs. SegFormer

Both

YOLOv4 Tiny

and

SegFormer

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

YOLOv4 Tiny

and

SegFormer

.

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

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

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

Learn more about YOLOv4 Tiny

Learn more about SegFormer

Compare YOLOv4 Tiny to other models

MobileNet V2 Classification

MobileNet SSD v2

Compare SegFormer to other models

YOLOv8 Instance Segmentation

YOLOv7 Instance Segmentation

MobileNet V2 Classification

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