Models
YOLOv4 vs. Mask RCNN

YOLOv4 vs. Mask RCNN

Both YOLOv4 Darknet and Mask RCNN are commonly used in computer vision projects. Below, we compare and contrast YOLOv4 Darknet and Mask RCNN.

Models

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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.
Learn more about YOLOv4 Darknet
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Mask RCNN

Mask RCNN is a convolutional neural network for instance segmentation.
Learn more about Mask RCNN
Model Type
Object Detection
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Instance Segmentation
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Model Features
Item 1 Info
Item 2 Info
Architecture
YOLO
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Frameworks
Darknet
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PyTorch
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Annotation Format
Instance Segmentation
Instance Segmentation
GitHub Stars
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24k+
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License
YOLO
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MIT
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Training Notebook

Compare YOLOv4 Darknet and Mask RCNN with Autodistill

Models

YOLOv4 vs. Mask RCNN

.

Both

YOLOv4 Darknet

and

Mask RCNN

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

YOLOv4 Darknet

and

Mask RCNN
  YOLOv4 Darknet Mask RCNN
Date of Release Oct 23, 2017
Model Type Object Detection Instance Segmentation
Architecture YOLO
GitHub Stars 24000

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

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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