Mask RCNN vs. YOLOv3 PyTorch: Compared and Contrasted

Models

Mask RCNN

Mask RCNN is a convolutional neural network for instance segmentation.

YOLOv3 PyTorch

Though it is no longer the most accurate object detection algorithm, YOLO v3 is still a very good choice when you need real-time detection while maintaining excellent accuracy. PyTorch version.

Learn more about YOLOv3 PyTorch

Model Type

Instance Segmentation

Object Detection

Model Features

Item 1 Info

Item 2 Info

Architecture

YOLO

Frameworks

PyTorch

Annotation Format

Instance Segmentation

GitHub

View Repo

GitHub Stars

24k+

7.2k+

License

MIT

GPL-3.0

Paper

Training Notebook

Deploy Model

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Mask RCNN vs. YOLOv3 PyTorch

Both

Mask RCNN

and

YOLOv3 PyTorch

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

Mask RCNN

and

YOLOv3 PyTorch

	Mask RCNN	YOLOv3 PyTorch
Date of Release	Oct 23, 2017	Apr 08, 2018
Model Type	Instance Segmentation	Object Detection
Architecture		YOLO
GitHub Stars	24000	7200

Mask RCNN

Mask RCNN is a convolutional neural network for instance segmentation.

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

YOLOv3 PyTorch

Though it is no longer the most accurate object detection algorithm, YOLO v3 is still a very good choice when you need real-time detection while maintaining excellent accuracy. PyTorch version.

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

Learn more about Mask RCNN

Learn more about YOLOv3 PyTorch