Models
YOLOv8 Instance Segmentation vs. YOLOv4

YOLOv8 Instance Segmentation vs. YOLOv4

Both YOLOv8 Instance Segmentation and YOLOv4 Darknet are commonly used in computer vision projects. Below, we compare and contrast YOLOv8 Instance Segmentation and YOLOv4 Darknet.

Models

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YOLOv8 Instance Segmentation

The state-of-the-art YOLOv8 model comes with support for instance segmentation tasks.
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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.
Model Type
Instance Segmentation
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Object Detection
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Model Features
Item 1 Info
Item 2 Info
Architecture
YOLO
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YOLO
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Frameworks
PyTorch
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Darknet
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Annotation Format
Instance Segmentation
Instance Segmentation
GitHub Stars
21.1k+
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License
AGPL-3.0
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YOLO
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Training Notebook

Compare YOLOv8 Instance Segmentation and YOLOv4 Darknet with Autodistill

Models

YOLOv8 Instance Segmentation vs. YOLOv4

.

Both

YOLOv8 Instance Segmentation

and

YOLOv4 Darknet

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

YOLOv8 Instance Segmentation

and

YOLOv4 Darknet
  YOLOv8 Instance Segmentation YOLOv4 Darknet
Date of Release Jan 10, 2023
Model Type Instance Segmentation Object Detection
Architecture YOLO YOLO
GitHub Stars 21100

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

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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