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Scaled-YOLOv4 vs. YOLOv4 Tiny

Scaled-YOLOv4 vs. YOLOv4 Tiny

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

Models

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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
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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
Object Detection
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Object Detection
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Model Features
Item 1 Info
Item 2 Info
Architecture
YOLO
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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
2k+
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License
GPL-3.0
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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 Scaled YOLOv4 and YOLOv4 Tiny with Autodistill

Models
Scaled-YOLOv4 vs. YOLOv4 Tiny

Scaled-YOLOv4 vs. YOLOv4 Tiny

.

Both

Scaled YOLOv4

and

YOLOv4 Tiny

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

Scaled YOLOv4

and

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

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

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 Scaled YOLOv4
Learn more about YOLOv4 Tiny

Compare Scaled YOLOv4 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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