org.deeplearning4j.zoo.util.darknet.DarknetLabels Maven / Gradle / Ivy
/*
* ******************************************************************************
* *
* *
* * This program and the accompanying materials are made available under the
* * terms of the Apache License, Version 2.0 which is available at
* * https://www.apache.org/licenses/LICENSE-2.0.
* *
* * See the NOTICE file distributed with this work for additional
* * information regarding copyright ownership.
* * Unless required by applicable law or agreed to in writing, software
* * distributed under the License is distributed on an "AS IS" BASIS, WITHOUT
* * WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the
* * License for the specific language governing permissions and limitations
* * under the License.
* *
* * SPDX-License-Identifier: Apache-2.0
* *****************************************************************************
*/
package org.deeplearning4j.zoo.util.darknet;
import org.deeplearning4j.common.resources.DL4JResources;
import org.deeplearning4j.zoo.util.BaseLabels;
import java.io.IOException;
import java.net.MalformedURLException;
import java.net.URL;
import java.util.ArrayList;
import java.util.List;
public class DarknetLabels extends BaseLabels {
private boolean shortNames;
private int numClasses;
/** Calls {@code this(true)}.
* Defaults to 1000 clasess
*/
public DarknetLabels() throws IOException {
this(true);
}
/**
* @param numClasses Number of classes (usually 1000 or 9000, depending on the model)
*/
public DarknetLabels(int numClasses) throws IOException {
this(true, numClasses);
}
@Override
protected URL getURL() {
try{
if (shortNames) {
return DL4JResources.getURL("resources/darknet/imagenet.shortnames.list");
} else {
return DL4JResources.getURL("resources/darknet/imagenet.labels.list");
}
} catch (MalformedURLException e) {
throw new RuntimeException(e);
}
}
/**
* @param shortnames if true, uses "imagenet.shortnames.list", otherwise "imagenet.labels.list".
*/
public DarknetLabels(boolean shortnames) throws IOException {
this(shortnames, 1000);
}
/**
* @param shortnames if true, uses "imagenet.shortnames.list", otherwise "imagenet.labels.list".
* @param numClasses Number of classes (usually 1000 or 9000, depending on the model)
* @throws IOException
*/
public DarknetLabels(boolean shortnames, int numClasses) throws IOException {
this.shortNames = shortnames;
this.numClasses = numClasses;
List labels = getLabels(shortnames ? "imagenet.shortnames.list" : "imagenet.labels.list");
this.labels = new ArrayList<>();
for( int i=0; i
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