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YOLOv4 Tiny vs. Mask RCNN

YOLOv4 Tiny vs. Mask RCNN

Both

YOLOv4 Tiny

and

Mask RCNN

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

YOLOv4 Tiny

and

Mask RCNN

.

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

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

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

Learn more about YOLOv4 Tiny

Learn more about Mask RCNN

Compare YOLOv4 Tiny to other models

MobileNet V2 Classification

MobileNet SSD v2

Compare Mask RCNN to other models

YOLOv8 Instance Segmentation

YOLOv7 Instance Segmentation

MobileNet V2 Classification

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