Deep Learning ToolboxTM Model for DarkNet-19 Network

Pretrained DarkNet-19 network model for image classification


Updated Wed, 14 Sep 2022 00:00:00 +0000

DarkNet-19 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 darknet19.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 R2020a and beyond.

Usage Example:

% Access the trained model
net = darknet19();

% See details of the architecture

% 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-19
label = classify(net, I)

% Show the image and the classification results

MATLAB Release Compatibility
Created with R2020a
Compatible with R2020a to R2022b
Platform Compatibility
Windows macOS Linux

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