Detectron2 vs. YOLOv5

Both Detectron2 and YOLOv5 are commonly used in computer vision projects. Below, we compare and contrast Detectron2 and YOLOv5.

Models

Detectron2

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

Learn more about Detectron2

YOLOv5

A very fast and easy to use PyTorch model that achieves state of the art (or near state of the art) results.

Learn more about YOLOv5

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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CNN, YOLO

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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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46k+

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License

Apache-2.0

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AGPL-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 YOLOv5 with Autodistill

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Detectron2 vs. YOLOv5

Detectron2 vs. YOLOv5

.

Both

Detectron2

and

YOLOv5

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

Detectron2

and

YOLOv5

	Detectron2	YOLOv5
Date of Release		Jan 06, 2020
Model Type	Object Detection	Object Detection
Architecture		CNN, YOLO
GitHub Stars	28400	33200

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

YOLOv5

A very fast and easy to use PyTorch model that achieves state of the art (or near state of the art) results.

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 YOLOv5

Compare Detectron2 to other models

MobileNet V2 Classification

MobileNet SSD v2

Compare YOLOv5 to other models

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