Models
YOLOv3 Keras vs. Mask RCNN

YOLOv3 Keras vs. Mask RCNN

Both YOLOv3 Keras and Mask RCNN are commonly used in computer vision projects. Below, we compare and contrast YOLOv3 Keras and Mask RCNN.

Models

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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.
Learn more about YOLOv3 Keras
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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
Keras
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PyTorch
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Annotation Format
Instance Segmentation
Instance Segmentation
GitHub Stars
7.1k+
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24k+
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License
MIT
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MIT
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Training Notebook

Compare YOLOv3 Keras and Mask RCNN with Autodistill

Models

YOLOv3 Keras vs. Mask RCNN

.

Both

YOLOv3 Keras

and

Mask RCNN

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

YOLOv3 Keras

and

Mask RCNN
  YOLOv3 Keras Mask RCNN
Date of Release Oct 23, 2017
Model Type Object Detection Instance Segmentation
Architecture YOLO
GitHub Stars 7100 24000

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

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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