Vehicle_Road_Counter/src/videoService/video_pipeline.cpp

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#include "video_pipeline.hpp"
#include <chrono>
VideoPipeline::VideoPipeline() : running_(false) {
// [新增] 实例化检测器并加载模型
detector_ = std::make_unique<YoloDetector>();
// 模型路径写死为 models/vehicle_model.rknn
int ret = detector_->init("../models/vehicle_model.rknn");
if (ret != 0) {
spdlog::error("Failed to initialize YoloDetector with model: models/vehicle_model.rknn");
// 注意:这里如果初始化失败,后续 detect 会直接返回空结果,建议检查日志
} else {
spdlog::info("YoloDetector initialized successfully.");
}
}
VideoPipeline::~VideoPipeline() {
Stop();
}
void VideoPipeline::Start(const std::string& inputUrl, const std::string& outputUrl) {
if (running_)
return;
running_ = true;
spdlog::info("Starting VideoPipeline with Input: {}", inputUrl);
processingThread_ = std::thread(&VideoPipeline::processLoop, this, inputUrl, outputUrl, false);
}
void VideoPipeline::StartTest(const std::string& filePath, const std::string& outputUrl) {
if (running_)
return;
running_ = true;
spdlog::info("Starting VideoPipeline (File Test Mode) Input: {}", filePath);
// true 表示是文件源
processingThread_ = std::thread(&VideoPipeline::processLoop, this, filePath, outputUrl, true);
}
void VideoPipeline::Stop() {
if (!running_)
return;
running_ = false;
if (processingThread_.joinable()) {
processingThread_.join();
}
spdlog::info("VideoPipeline Stopped.");
}
// [删除] mockInference 函数已移除
void VideoPipeline::drawOverlay(cv::Mat& frame, const std::vector<DetectionResult>& results) {
for (const auto& res : results) {
// 根据不同类别使用不同颜色 (示例: 0为红色, 1为绿色)
cv::Scalar color = (res.class_id == 0) ? cv::Scalar(0, 0, 255) : cv::Scalar(0, 255, 0);
cv::rectangle(frame, cv::Rect(res.x, res.y, res.width, res.height), color, 2);
std::string text = res.label + " " + std::to_string(res.confidence).substr(0, 4);
// 简单的防止文字跑出边界的处理
int y_pos = res.y - 5;
if (y_pos < 10)
y_pos = res.y + 15;
cv::putText(frame, text, cv::Point(res.x, y_pos), cv::FONT_HERSHEY_SIMPLEX, 0.6, color, 2);
}
// 添加水印
cv::putText(frame, "RK3588 YOLOv8 Live", cv::Point(20, 50), cv::FONT_HERSHEY_SIMPLEX, 1.0,
cv::Scalar(0, 255, 255), 2);
}
void VideoPipeline::processLoop(std::string inputUrl, std::string outputUrl, bool isFileSource) {
cv::VideoCapture cap;
cap.open(inputUrl);
if (!cap.isOpened()) {
spdlog::error("Failed to open input: {}", inputUrl);
running_ = false;
return;
}
// 降低一点目标 FPS因为推理需要时间。RK3588 NPU 很快,但 25/30 FPS 比较稳妥
const double TARGET_FPS = 30.0;
const double FRAME_DURATION_MS = 1000.0 / TARGET_FPS;
int width = cap.get(cv::CAP_PROP_FRAME_WIDTH);
int height = cap.get(cv::CAP_PROP_FRAME_HEIGHT);
spdlog::info("Source: {}x{} | Mode: {}", width, height,
isFileSource ? "FILE LOOP" : "LIVE STREAM");
std::stringstream pipeline;
// 注意:推流分辨率这里保持和输入一致,或者可以 resize
pipeline << "appsrc ! "
<< "videoconvert ! "
<< "video/x-raw,format=NV12,width=" << width << ",height=" << height
<< ",framerate=" << (int)TARGET_FPS << "/1 ! "
<< "mpph264enc ! "
<< "h264parse ! "
<< "rtspclientsink location=" << outputUrl << " protocols=tcp";
cv::VideoWriter writer;
writer.open(pipeline.str(), cv::CAP_GSTREAMER, 0, TARGET_FPS, cv::Size(width, height), true);
if (!writer.isOpened()) {
spdlog::error("Failed to initialize VideoWriter.");
}
cv::Mat frame;
long frame_count = 0;
while (running_) {
auto loop_start = std::chrono::steady_clock::now();
if (!cap.read(frame)) {
if (isFileSource) {
spdlog::info("End of file reached, looping...");
cap.set(cv::CAP_PROP_POS_FRAMES, 0);
continue;
} else {
spdlog::warn("Frame read failed. Reconnecting...");
std::this_thread::sleep_for(std::chrono::seconds(1));
cap.release();
cap.open(inputUrl);
continue;
}
}
if (frame.empty())
continue;
// === 1. 真实 RKNN 推理 ===
// detect 内部已经包含了预处理、NPU推理、后处理和坐标还原
std::vector<DetectionResult> results = detector_->detect(frame);
frame_count++;
// spdlog::info("frame count {}", frame_count);
if (!results.empty()) {
spdlog::info("Frame {}: Detected {} objects", frame_count, results.size());
for (const auto& res : results) {
spdlog::info(" -> [Class: {} ({})] Conf: {:.2f} Box: [{}, {}, {}x{}]",
res.class_id, res.label, res.confidence, res.x, res.y, res.width,
res.height);
}
} else {
// 如果连续没有检测到,每隔一秒(20帧)提示一次,确认代码还在跑
if (frame_count % 20 == 0) {
spdlog::debug("Frame {}: No objects detected.", frame_count);
}
}
// === 2. 绘制叠加 ===
drawOverlay(frame, results);
// === 3. 推流 ===
if (writer.isOpened()) {
writer.write(frame);
}
// 文件模式下控制播放速度,直播流则不需要 wait
if (isFileSource) {
auto loop_end = std::chrono::steady_clock::now();
std::chrono::duration<double, std::milli> elapsed = loop_end - loop_start;
double elapsed_ms = elapsed.count();
double wait_ms = FRAME_DURATION_MS - elapsed_ms;
if (wait_ms > 0) {
std::this_thread::sleep_for(std::chrono::milliseconds((int)wait_ms));
}
}
}
cap.release();
writer.release();
}