Models
Detectron2 vs. Mask RCNN

Detectron2 vs. Mask RCNN

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

Models

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Detectron2

Detectron2 is model zoo of it's own for computer vision models written in PyTorch.
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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
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Frameworks
PyTorch
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PyTorch
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Annotation Format
Instance Segmentation
Instance Segmentation
GitHub Stars
28.4k+
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24k+
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License
Apache-2.0
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MIT
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Training Notebook

Compare Detectron2 and Mask RCNN with Autodistill

Compare Detectron2 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.