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Mask RCNN vs. YOLOv4 Tiny

Mask RCNN vs. YOLOv4 Tiny

Both

Mask RCNN

and

YOLOv4 Tiny

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

Mask RCNN

and

YOLOv4 Tiny

.

	Mask RCNN	YOLOv4 Tiny
Date of Release	Oct 23, 2017	Nov 09, 2020
Model Type	Instance Segmentation	Object Detection
Architecture		ResNet-D, YOLO
GitHub Stars	22500

Mask RCNN

Mask RCNN is a convolutional neural network for instance segmentation.

How to Augment How to Label How to Plot Predictions How to Filter Predictions How to Create a Confusion Matrix

YOLOv4 Tiny

The tiny and fast version of YOLOv4 - good for training and deployment on limited compute resources, and getting a feel for your dataset

How to Augment How to Label How to Plot Predictions How to Filter Predictions How to Create a Confusion Matrix

Learn more about Mask RCNN

Learn more about YOLOv4 Tiny

Compare Mask RCNN to other models

MobileNet V2 Classification

MobileNet SSD v2

Compare YOLOv4 Tiny to other models

YOLOv8 Instance Segmentation

YOLOv7 Instance Segmentation

MobileNet V2 Classification

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