Models

YOLOv8 vs. YOLOv4

Both

YOLOv8

and

YOLOv4 Darknet

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

YOLOv8

and

YOLOv4 Darknet

.

  YOLOv8 YOLOv4 Darknet
Date of Release Jan 10, 2023
Model Type Object Detection Object Detection
Architecture YOLO, CNN
GitHub Stars 1200 20100

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

YOLOv4 Darknet

YOLOv4 has emerged as the best real time object detection model. YOLOv4 carries forward many of the research contributions of the YOLO family of models along with new modeling and data augmentation techniques. This implementation is in Darknet.

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

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