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
GitHub Stars 7100 22500

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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