Models
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.

Models

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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
Learn more about YOLOv4 Tiny
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SegFormer

SegFormer is a computer vision framework used in semantic segmentation tasks, implemented with transformers.
Learn more about SegFormer
Model Type
Object Detection
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Semantic Segmentation
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Model Features
Item 1 Info
Item 2 Info
Architecture
ResNet-D, YOLO
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Transformers
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Frameworks
Darknet
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PyTorch
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Annotation Format
Instance Segmentation
Instance Segmentation
GitHub Stars
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2.2k+
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License
YOLO
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NVIDIA Source Code
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Training Notebook

Compare YOLOv4 Tiny and SegFormer with Autodistill

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 2200

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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