Models
Mask RCNN vs. YOLOS

Mask RCNN vs. YOLOS

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

Models

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Mask RCNN

Mask RCNN is a convolutional neural network for instance segmentation.
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YOLOS

YOLOS looks at patches of an image to to form "patch tokens", which are used in place of the traditional wordpiece tokens in NLP.
Model Type
Instance Segmentation
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Object Detection
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Model Features
Item 1 Info
Item 2 Info
Architecture
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Transformer, YOLO
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Frameworks
PyTorch
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PyTorch
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Annotation Format
Instance Segmentation
Instance Segmentation
GitHub Stars
24k+
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812+
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License
MIT
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MIT
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Training Notebook

Compare Mask RCNN and YOLOS with Autodistill

Compare Mask RCNN vs. YOLOS

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.