YOLOv7 vs. YOLOv4 Tiny

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

Models

YOLOv7

YOLOv7 is a state of the art object detection model.

Learn more about YOLOv7

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, CNN

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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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GitHub Stars

12.5k+

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License

GPL-3.0

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YOLO

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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 YOLOv7 and YOLOv4 Tiny with Autodistill

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YOLOv7 vs. YOLOv4 Tiny

YOLOv7 vs. YOLOv4 Tiny

.

Both

YOLOv7

and

YOLOv4 Tiny

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

YOLOv7

and

YOLOv4 Tiny

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

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

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

Learn more about YOLOv7

Learn more about YOLOv4 Tiny

Compare YOLOv7 to other models

MobileNet V2 Classification

MobileNet SSD v2

Compare YOLOv4 Tiny to other models

YOLOv8 Instance Segmentation

YOLOv7 Instance Segmentation

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