Models

YOLOv8 Instance Segmentation vs. MobileNet SSD v2

Both

YOLOv8 Instance Segmentation

and

MobileNet SSD v2

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

YOLOv8 Instance Segmentation

and

MobileNet SSD v2

.

  YOLOv8 Instance Segmentation MobileNet SSD v2
Date of Release Jan 10, 2023 Jan 13, 2018
Model Type Instance Segmentation Object Detection
Architecture
GitHub Stars 1200 1900

YOLOv8 Instance Segmentation

The state-of-the-art YOLOv8 model comes with support for instance segmentation tasks.

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

MobileNet SSD v2

This architecture provides good realtime results on limited compute. It's designed to run in realtime (30 frames per second) even on mobile devices.

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

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