为了破解图形验证码,AI需要大量的图片数据。为了简单获取大量的图形来喂给Ai模型训练,索性自己写一把。代码来一发。。
import java.awt.Color;
import java.awt.Graphics;
import java.awt.image.BufferedImage;
import java.io.FileOutputStream;
import java.io.IOException;
import java.io.OutputStream;
import java.util.Random; import org.patchca.background.BackgroundFactory;
import org.patchca.color.ColorFactory;
import org.patchca.filter.predefined.CurvesRippleFilterFactory;
import org.patchca.filter.predefined.DiffuseRippleFilterFactory;
import org.patchca.filter.predefined.DoubleRippleFilterFactory;
import org.patchca.filter.predefined.MarbleRippleFilterFactory;
import org.patchca.filter.predefined.WobbleRippleFilterFactory;
import org.patchca.font.RandomFontFactory;
import org.patchca.service.ConfigurableCaptchaService;
import org.patchca.text.renderer.BestFitTextRenderer;
import org.patchca.utils.encoder.EncoderHelper;
import org.patchca.word.RandomWordFactory; /**
* 验证码工具
*/
public class CaptchaUtils { private static Random random = new Random();
private static ConfigurableCaptchaService ccs;
private static WobbleRippleFilterFactory wrff; // 摆波纹
private static DoubleRippleFilterFactory doff; // 双波纹
private static CurvesRippleFilterFactory crff; // 曲线波纹
private static DiffuseRippleFilterFactory drff; // 漫纹波
private static MarbleRippleFilterFactory mrff; // 大理石 private static void initialize(){
if (ccs == null){
synchronized (CaptchaUtils.class) {
if (ccs == null){
// 配置初始化
ccs = new ConfigurableCaptchaService(); // 设置图片大小
ccs.setWidth(100);
ccs.setHeight(28); // 设置文字数量
RandomWordFactory wf = new RandomWordFactory();
wf.setCharacters("ABDEFGHKMNRSWX2345689");
wf.setMinLength(4);
wf.setMaxLength(4);
ccs.setWordFactory(wf); // 设置字体大小
RandomFontFactory ff = new RandomFontFactory();
ff.setMinSize(28);
ff.setMaxSize(28);
ccs.setFontFactory(ff); // 设置文字渲染边距
BestFitTextRenderer tr = new BestFitTextRenderer();
tr.setTopMargin(3);
tr.setRightMargin(3);
tr.setBottomMargin(3);
tr.setLeftMargin(3);
ccs.setTextRenderer(tr); // 设置字体颜色
ccs.setColorFactory(new ColorFactory() {
@Override
public Color getColor(int x) {
int r = random.nextInt(90);
int g = random.nextInt(90);
int b = random.nextInt(90);
return new Color(r, g, b);
}
}); // 设置背景
ccs.setBackgroundFactory(new BackgroundFactory() {
@Override
public void fillBackground(BufferedImage image) {
Graphics graphics = image.getGraphics();
// 验证码图片的宽高
int imgWidth = image.getWidth();
int imgHeight = image.getHeight();
// 填充为白色背景
graphics.setColor(Color.WHITE);
graphics.fillRect(0, 0, imgWidth, imgHeight);
// 画 50 个噪点(颜色及位置随机)
for (int i = 0; i < 50; i++) {
// 随机颜色
int rInt = random.nextInt(100)+50;
int gInt = random.nextInt(100)+50;
int bInt = random.nextInt(100)+50;
graphics.setColor(new Color(rInt, gInt, bInt));
// 随机位置
int xInt = random.nextInt(imgWidth - 3);
int yInt = random.nextInt(imgHeight - 2);
// 随机旋转角度
int sAngleInt = random.nextInt(360);
int eAngleInt = random.nextInt(360);
// 随机大小
int wInt = random.nextInt(6);
int hInt = random.nextInt(6);
// 填充背景
graphics.fillArc(xInt, yInt, wInt, hInt, sAngleInt, eAngleInt);
// 画5条干扰线
if (i % 10 == 0) {
int xInt2 = random.nextInt(imgWidth);
int yInt2 = random.nextInt(imgHeight);
graphics.drawLine(xInt, yInt, xInt2, yInt2);
}
}
}
}); // 效果初始化
wrff = new WobbleRippleFilterFactory(); // 摆波纹
doff = new DoubleRippleFilterFactory(); // 双波纹
crff = new CurvesRippleFilterFactory(ccs.getColorFactory()); // 曲线波纹
drff = new DiffuseRippleFilterFactory(); // 漫纹波
mrff = new MarbleRippleFilterFactory(); // 大理石 }
}
}
} /**
* 生成验证码
* @param request
* @param response
* @throws IOException
* @return 验证码字符
*/
public static String generateCaptcha(OutputStream outputStream) throws IOException{ // 初始化设置
initialize(); // 随机选择一个样式
switch (random.nextInt(3)) {
case 0:
ccs.setFilterFactory(wrff); // 摆波纹
break;
case 1:
ccs.setFilterFactory(doff); // 双波纹
break;
case 2:
ccs.setFilterFactory(crff); // 曲线波纹
break;
case 3:
ccs.setFilterFactory(drff); // 漫纹波
break;
case 4:
ccs.setFilterFactory(mrff); // 大理石
break;
} // 生成验证码
String s = EncoderHelper.getChallangeAndWriteImage(ccs, "png", outputStream);
// System.out.println(s); return s;
} public static void main(String[] args) throws IOException { FileOutputStream fos = new FileOutputStream("d:\\captcha.png");
String s = generateCaptcha(fos);
System.out.println(s);
fos.close(); }
}