Models

Mask RCNN vs. YOLOv3 PyTorch

Both

Mask RCNN

and

YOLOv3 PyTorch

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

Mask RCNN

and

YOLOv3 PyTorch

.

  Mask RCNN YOLOv3 PyTorch
Date of Release Oct 23, 2017 Apr 08, 2018
Model Type Instance Segmentation Object Detection
Architecture YOLO
GitHub Stars 22500 6800

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

YOLOv3 PyTorch

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. PyTorch version.

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

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