Deep Learning ToolboxTM Model for EfficientNet-b0 Network

Pretrained EfficientNet-b0 model for image classification

다운로드 수: 359

업데이트 날짜: 2022/9/14

EfficientNet-b0 is a pretrained model that has been trained on a subset of the ImageNet database. The model is trained on more than a million images and can classify images into 1000 object categories (e.g. keyboard, mouse, pencil, and many animals).

Opening the efficientnetb0.mlpkginstall file from your operating system or from within MATLAB will initiate the installation process for the release you have.

This mlpkginstall file is functional for R2020b and beyond.

Usage Example:

% Access the trained model
net = efficientnetb0();

% See details of the architecture
net.Layers

% Read the image to classify
I = imread('peppers.png');

% Adjust size of the image
sz = net.Layers(1).InputSize
I = I(1:sz(1),1:sz(2),1:sz(3));

% Classify the image using DarkNet-53
label = classify(net, I)

% Show the image and the classification results
figure
imshow(I)
text(10,20,char(label),'Color','white')

MATLAB 릴리스 호환 정보
개발 환경: R2020b
R2020b에서 R2022b까지의 릴리스와 호환
플랫폼 호환성
Windows macOS Linux

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