Models

YOLOv3 PyTorch vs. Mask RCNN

Both

YOLOv3 PyTorch

and

Mask RCNN

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

YOLOv3 PyTorch

and

Mask RCNN

.

  YOLOv3 PyTorch Mask RCNN
Date of Release Apr 08, 2018 Oct 23, 2017
Model Type Object Detection Instance Segmentation
Architecture YOLO
GitHub Stars 7200 24000

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

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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