Models
YOLOv7 vs. Mask RCNN

YOLOv7 vs. Mask RCNN

Both YOLOv7 and Mask RCNN are commonly used in computer vision projects. Below, we compare and contrast YOLOv7 and Mask RCNN.

Models

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YOLOv7

YOLOv7 is a state of the art object detection model.
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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
YOLO, CNN
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Frameworks
PyTorch
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PyTorch
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Annotation Format
Instance Segmentation
Instance Segmentation
GitHub Stars
13.0k+
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24k+
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License
GPL-3.0
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MIT
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Training Notebook

Compare YOLOv7 and Mask RCNN with Autodistill

Compare YOLOv7 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.