YOLOv4 Tiny vs. YOLOv7

Both YOLOv4 Tiny and YOLOv7 are commonly used in computer vision projects. Below, we compare and contrast YOLOv4 Tiny and YOLOv7.

Models

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

YOLOv7

YOLOv7 is a state of the art object detection model.

Learn more about YOLOv7

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, CNN

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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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GitHub Stars

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12.5k+

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License

YOLO

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GPL-3.0

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Paper

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Training Notebook

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Deploy Model

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Deploy with Roboflow

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Deploy with Roboflow

Compare YOLOv4 Tiny and YOLOv7 with Autodistill

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YOLOv4 Tiny vs. YOLOv7

YOLOv4 Tiny vs. YOLOv7

.

Both

YOLOv4 Tiny

and

YOLOv7

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

YOLOv4 Tiny

and

YOLOv7

	YOLOv4 Tiny	YOLOv7
Date of Release	Nov 09, 2020	Jul 06, 2022
Model Type	Object Detection	Object Detection
Architecture	ResNet-D, YOLO	YOLO, CNN
GitHub Stars		12500

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 Augment How to Label How to Plot Predictions How to Filter Predictions How to Create a Confusion Matrix

YOLOv7

YOLOv7 is a state of the art object detection model.

How to Augment How to Label How to Plot Predictions How to Filter Predictions How to Create a Confusion Matrix

Learn more about YOLOv4 Tiny

Learn more about YOLOv7

Compare YOLOv4 Tiny to other models

MobileNet V2 Classification

MobileNet SSD v2

Compare YOLOv7 to other models

YOLOv8 Instance Segmentation

MobileNet V2 Classification

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