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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

.

	YOLOv7	Mask RCNN
Date of Release	Jul 06, 2022	Oct 23, 2017
Model Type	Object Detection	Instance Segmentation
Architecture	YOLO, CNN
GitHub Stars	7300	22500

YOLOv7

YOLOv7 is a state of the art object detection model.

How to Augment How to Label How to Plot Predictions How to Filter Predictions How to Create a Confusion Matrix

Mask RCNN

Mask RCNN is a convolutional neural network for instance segmentation.

How to Augment How to Label How to Plot Predictions How to Filter Predictions How to Create a Confusion Matrix

Learn more about YOLOv7

Learn more about Mask RCNN

Compare YOLOv7 to other models

MobileNet V2 Classification

MobileNet SSD v2

Compare Mask RCNN to other models

YOLOv8 Instance Segmentation

YOLOv7 Instance Segmentation

MobileNet V2 Classification

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