Models

YOLOv3 Keras vs. SegFormer

Both

YOLOv3 Keras

and

SegFormer

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

YOLOv3 Keras

and

SegFormer

.

  YOLOv3 Keras SegFormer
Date of Release May 31, 2021
Model Type Object Detection Semantic Segmentation
Architecture Transformers
GitHub Stars 7100 1300

YOLOv3 Keras

Though it is no longer the most accurate object detection algorithm, YOLO v3 is still a very good choice when you need real-time detection while maintaining excellent accuracy. Keras implementation.

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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