Models

YOLOv8 vs. Mask RCNN

Both

YOLOv8

and

Mask RCNN

are commonly used in computer vision projects. Below, we compare and contrast

YOLOv8

and

Mask RCNN

.

  YOLOv8 Mask RCNN
Date of Release Jan 10, 2023 Oct 23, 2017
Model Type Object Detection Instance Segmentation
Architecture YOLO, CNN
GitHub Stars 1200 22500

YOLOv8

YOLOv8 is a state-of-the-art object detection and image segmentation model created by Ultralytics, the developers of YOLOv5.

How to AugmentHow to LabelHow to Plot PredictionsHow to Filter PredictionsHow to Create a Confusion Matrix

Mask RCNN

Mask RCNN is a convolutional neural network for instance segmentation.

How to AugmentHow to LabelHow to Plot PredictionsHow to Filter PredictionsHow to Create a Confusion Matrix

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