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Models
SegFormer vs. YOLOv4 Tiny

SegFormer vs. YOLOv4 Tiny

Both SegFormer and YOLOv4 Tiny are commonly used in computer vision projects. Below, we compare and contrast SegFormer and YOLOv4 Tiny.

Models

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SegFormer

SegFormer is a computer vision framework used in semantic segmentation tasks, implemented with transformers.
Learn more about SegFormer
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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
Model Type
Semantic Segmentation
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Object Detection
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Model Features
Item 1 Info
Item 2 Info
Architecture
Transformers
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ResNet-D, YOLO
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Frameworks
PyTorch
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Darknet
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Annotation Format
Instance Segmentation
Instance Segmentation
GitHub
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View Repo
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View Repo
GitHub Stars
2.2k+
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License
NVIDIA Source Code
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YOLO
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Paper
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View Paper
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View Paper
Training Notebook
Train on Colab
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Train on Colab
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Deploy Model
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Deploy with Roboflow
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Deploy with Roboflow
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Compare SegFormer and YOLOv4 Tiny with Autodistill

Models
SegFormer vs. YOLOv4 Tiny

SegFormer vs. YOLOv4 Tiny

.

Both

SegFormer

and

YOLOv4 Tiny

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

SegFormer

and

YOLOv4 Tiny
  SegFormer YOLOv4 Tiny
Date of Release May 31, 2021 Nov 09, 2020
Model Type Semantic Segmentation Object Detection
Architecture Transformers ResNet-D, YOLO
GitHub Stars 2200

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

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
Learn more about SegFormer
Learn more about YOLOv4 Tiny

Compare SegFormer to other models

MobileNet V2 Classification
MobileNet SSD v2
YOLOv3 Keras
YOLOv3 PyTorch
YOLOv4 PyTorch

Compare YOLOv4 Tiny to other models

YOLO-World
YOLOv8 Instance Segmentation
YOLOv8
YOLOv7 Instance Segmentation
OneFormer

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