Models
Mask RCNN vs. YOLOv7

Mask RCNN vs. YOLOv7

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

Models

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Mask RCNN

Mask RCNN is a convolutional neural network for instance segmentation.
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YOLOv7

YOLOv7 is a state of the art object detection model.
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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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
24k+
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13.0k+
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License
MIT
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GPL-3.0
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Training Notebook

Compare Mask RCNN and YOLOv7 with Autodistill

Compare Mask RCNN vs. YOLOv7

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.