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YOLOv4 Tiny vs. Scaled-YOLOv4

YOLOv4 Tiny vs. Scaled-YOLOv4

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

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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Scaled YOLOv4

Scaled YOLOv4 is an extension of the YOLOv4 research implemented in the YOLOv5 PyTorch framework.
Learn more about Scaled YOLOv4
Model Type
Object Detection
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Object Detection
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Model Features
Item 1 Info
Item 2 Info
Architecture
ResNet-D, YOLO
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YOLO
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Frameworks
Darknet
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PyTorch
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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
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2k+
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License
YOLO
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GPL-3.0
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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 YOLOv4 Tiny and Scaled YOLOv4 with Autodistill

Models
YOLOv4 Tiny vs. Scaled-YOLOv4

YOLOv4 Tiny vs. Scaled-YOLOv4

.

Both

YOLOv4 Tiny

and

Scaled YOLOv4

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

YOLOv4 Tiny

and

Scaled YOLOv4
  YOLOv4 Tiny Scaled YOLOv4
Date of Release Nov 09, 2020
Model Type Object Detection Object Detection
Architecture ResNet-D, YOLO YOLO
GitHub Stars 2000

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

Scaled YOLOv4

Scaled YOLOv4 is an extension of the YOLOv4 research implemented in the YOLOv5 PyTorch framework.

How to AugmentHow to LabelHow to Plot PredictionsHow to Filter PredictionsHow to Create a Confusion Matrix
Learn more about YOLOv4 Tiny
Learn more about Scaled YOLOv4

Compare YOLOv4 Tiny to other models

MobileNet V2 Classification
MobileNet SSD v2
YOLOv3 Keras
YOLOv3 PyTorch
ResNet 32

Compare Scaled YOLOv4 to other models

YOLO-World
YOLOv8 Instance Segmentation
YOLOv8
YOLOv7 Instance Segmentation
OneFormer

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