Detectron2 vs. YOLOv7

Both Detectron2 and YOLOv7 are commonly used in computer vision projects. Below, we compare and contrast Detectron2 and YOLOv7.

Models

Detectron2

Detectron2 is model zoo of it's own for computer vision models written in PyTorch.

Learn more about Detectron2

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

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YOLO, CNN

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Frameworks

PyTorch

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PyTorch

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Annotation Format

Instance Segmentation

Instance Segmentation

GitHub

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GitHub Stars

28.4k+

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12.5k+

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License

Apache-2.0

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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 Detectron2 and YOLOv7 with Autodistill

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Detectron2 vs. YOLOv7

Detectron2 vs. YOLOv7

.

Both

Detectron2

and

YOLOv7

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

Detectron2

and

YOLOv7

	Detectron2	YOLOv7
Date of Release		Jul 06, 2022
Model Type	Object Detection	Object Detection
Architecture		YOLO, CNN
GitHub Stars	28400	12500

Detectron2

Detectron2 is model zoo of it's own for computer vision models written in PyTorch.

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 Detectron2

Learn more about YOLOv7

Compare Detectron2 to other models

MobileNet V2 Classification

MobileNet SSD v2

Compare YOLOv7 to other models

YOLOv8 Instance Segmentation

MobileNet V2 Classification

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