Models

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 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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