Models

YOLOv8 Instance Segmentation vs. YOLOv3 Keras

Both

YOLOv8 Instance Segmentation

and

YOLOv3 Keras

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

YOLOv8 Instance Segmentation

and

YOLOv3 Keras

.

  YOLOv8 Instance Segmentation YOLOv3 Keras
Date of Release Jan 10, 2023
Model Type Instance Segmentation Object Detection
Architecture
GitHub Stars 1200 7100

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

YOLOv3 Keras

Though it is no longer the most accurate object detection algorithm, YOLO v3 is still a very good choice when you need real-time detection while maintaining excellent accuracy. Keras implementation.

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

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