Models

YOLOv8 Instance Segmentation vs. SegFormer

Both

YOLOv8 Instance Segmentation

and

SegFormer

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

YOLOv8 Instance Segmentation

and

SegFormer

.

  YOLOv8 Instance Segmentation SegFormer
Date of Release Jan 10, 2023 May 31, 2021
Model Type Instance Segmentation Semantic Segmentation
Architecture Transformers
GitHub Stars 1200 1300

YOLOv8 Instance Segmentation

The state-of-the-art YOLOv8 model comes with support for instance segmentation tasks.

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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