Models
YOLOv5 vs. Mask RCNN

YOLOv5 vs. Mask RCNN

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

Models

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YOLOv5

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

Mask RCNN is a convolutional neural network for instance segmentation.
Model Type
Object Detection
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Instance Segmentation
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Model Features
Item 1 Info
Item 2 Info
Architecture
CNN, YOLO
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Frameworks
PyTorch
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PyTorch
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Annotation Format
Instance Segmentation
Instance Segmentation
GitHub Stars
46k+
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24k+
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License
AGPL-3.0
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MIT
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Training Notebook

Compare YOLOv5 and Mask RCNN with Autodistill

Compare YOLOv5 vs. Mask RCNN

Provide your own image below to test YOLOv8 and YOLOv9 model checkpoints trained on the Microsoft COCO dataset.

COCO can detect 80 common objects, including cats, cell phones, and cars.