识别图形验证码 (Kotlin 示例)
cvThreshold(image, image, 128.0, 255.0, CV_THRESH_BINARY) // 二值化处理。println("登录失败: ${response.message}")println("处理后的验证码图片已保存为 $outputPath")println("验证码图片已保存为 $savePath")tess.setPageSegMode(6) // 模式设置。
安装所需依赖
在你的 build.gradle 文件中添加以下依赖:
groovy
dependencies {
implementation "com.squareup.okhttp3:okhttp:4.9.3"
implementation "org.bytedeco:javacv-platform:1.5.5"
implementation "com.sun.jna:jna:5.9.0"
}
下载并保存验证码图片
使用 OkHttp 下载验证码图片并保存到本地:
kotlin
import okhttp3.OkHttpClient
import okhttp3.Request
import java.io.File
fun downloadCaptcha(url: String, savePath: String) {
val client = OkHttpClient()
val request = Request.Builder().url(url).build()
client.newCall(request).execute().use { response ->
if (!response.isSuccessful) throw IOException("Unexpected code $response")
File(savePath).writeBytes(response.body!!.bytes())
println("验证码图片已保存为 $savePath")
}
}
fun main() {
val captchaUrl = "https://captcha7.scrape.center/captcha.png"
val savePath = "captcha.png"
downloadCaptcha(captchaUrl, savePath)
}
图像处理和 OCR 识别
使用 OpenCV 进行图像处理,并使用 Tesseract 进行验证码识别:
kotlin
import org.bytedeco.javacpp.opencv_core.*
import org.bytedeco.javacv.OpenCVFrameConverter
import org.bytedeco.javacv.FrameGrabber
import org.bytedeco.javacv.Java2DFrameConverter
import org.bytedeco.javacv.TesseractOCR
import org.bytedeco.javacv.Frame
fun preprocessImage(inputPath: String, outputPath: String) {
val image = cvLoadImage(inputPath)
cvCvtColor(image, image, CV_BGR2GRAY) // 转为灰度图像
cvThreshold(image, image, 128.0, 255.0, CV_THRESH_BINARY) // 二值化处理
cvSaveImage(outputPath, image)
println("处理后的验证码图片已保存为 $outputPath")
}
fun recognizeCaptcha(imagePath: String): String {
val tess = TesseractOCR.create()
tess.setPageSegMode(6) // 模式设置
tess.setImage(imagePath)
return tess.getUTF8Text().string
}
fun main() {
val inputPath = "captcha.png"
val processedPath = "captcha_processed.png"
preprocessImage(inputPath, processedPath)
val captchaText = recognizeCaptcha(processedPath)
println("识别结果: $captchaText")
}
自动化登录
使用 OkHttp 发送登录请求,携带识别到的验证码进行自动化登录:
kotlin
fun login(username: String, password: String, captcha: String) {
val client = OkHttpClient()
val requestBody = """
{
"username": "$username",
"password": "$password",
"captcha": "$captcha"
}
""".trimIndent()
val request = Request.Builder()
.url("https://captcha7.scrape.center/login")
.post(RequestBody.create(MediaType.parse("application/json"), requestBody))
.build()
client.newCall(request).execute().use { response ->
if (response.isSuccessful) {
println("登录成功")
} else {
println("登录失败: ${response.message}")
}
}更多内容联系1436423940
}
fun main() {
val captchaText = recognizeCaptcha("captcha_processed.png")
login("admin", "admin", captchaText)
}
更多推荐


所有评论(0)