反陀螺v2.0
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@@ -93,7 +93,7 @@ typedef std::vector<ArmorBox> ArmorBoxes;
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/********************* 自瞄类定义 **********************/
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class ArmorFinder{
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public:
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ArmorFinder(uint8_t &color, Serial &u, const string ¶s_folder);
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ArmorFinder(uint8_t &color, Serial &u, const string ¶s_folder, const uint8_t &anti_top);
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~ArmorFinder() = default;
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private:
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@@ -103,24 +103,21 @@ private:
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SEARCHING_STATE, TRACKING_STATE, STANDBY_STATE
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} State; // 自瞄状态枚举定义
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typedef enum{
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NORMAL, ANTI_TOP
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} AntiTopState;
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systime frame_time; // 当前帧对应时间;
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systime frame_time; // 当前帧对应时间
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const uint8_t &enemy_color; // 敌方颜色,引用外部变量,自动变化
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const uint8_t &is_anti_top; // 进入反陀螺,引用外部变量,自动变化
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State state; // 自瞄状态对象实例
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ArmorBox target_box, last_box; // 目标装甲板
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int anti_switch_cnt; // 防止乱切目标计数器
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cv::Ptr<cv::Tracker> tracker; // tracker对象实例
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Classifier classifier; // CNN分类器对象实例,用于数字识别
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int contour_area; // 装甲区域亮点个数,用于数字识别未启用时判断是否跟丢(已弃用)
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int contour_area; // 装甲区域亮点个数,用于数字识别未启用时判断是否跟丢(已弃用)
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int tracking_cnt; // 记录追踪帧数,用于定时退出追踪
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Serial &serial; // 串口对象,引用外部变量,用于和能量机关共享同一个变量
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systime last_front_time; // 上次陀螺正对时间
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RoundQueue<double, 4> top_periodms; // 陀螺周期循环队列
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systime last_front_time; // 上一次发生装甲板方向切换的时间
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int anti_top_cnt; // 满足条件的装甲板方向切换持续次数,用于反陀螺
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AntiTopState anti_top_state; // 当前是否识别到陀螺
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vector<systime> time_seq; // 一个周期内的时间采样点
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vector<float> angle_seq; // 一个周期内的角度采样点
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bool findLightBlobs(const cv::Mat &src, LightBlobs &light_blobs);
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bool findArmorBox(const cv::Mat &src, ArmorBox &box);
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@@ -15,38 +15,47 @@ static double mean(RoundQueue<double, length> &vec) {
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return sum / length;
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}
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void ArmorFinder::antiTop() {
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if (target_box.rect == cv::Rect2d()) return;
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uint16_t shoot_delay = 0;
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auto interval = getTimeIntervalms(frame_time, last_front_time);
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if (anti_top_state == ANTI_TOP && interval > 700) {
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anti_top_state = NORMAL;
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LOGM(STR_CTR(WORD_YELLOW, "switch to normal"));
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static systime getFrontTime(const vector<systime> time_seq, const vector<float> angle_seq) {
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double A = 0, B = 0, C = 0, D = 0;
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int len = time_seq.size();
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for (int i = 0; i < len; i++) {
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A += angle_seq[i] * angle_seq[i];
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B += angle_seq[i];
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C += angle_seq[i] * time_seq[i];
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D += time_seq[i];
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cout << "(" << angle_seq[i] << ", " << time_seq[i] << ") ";
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}
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double b = (A * D - B * C) / (len * A - B * B);
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cout << b << endl;
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return b;
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}
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void ArmorFinder::antiTop() {
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if (target_box.rect == cv::Rect2d()) return;
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if (getPointLength(last_box.getCenter() - target_box.getCenter()) > last_box.rect.height * 1.5) {
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auto front_time = getFrontTime(time_seq, angle_seq);
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auto once_periodms = getTimeIntervalms(front_time, last_front_time);
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// if (abs(once_periodms - top_periodms[-1]) > 50) {
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// sendBoxPosition(0);
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// return;
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// }
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LOGM(STR_CTR(WORD_GREEN, "Top period: %.1lf"), once_periodms);
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top_periodms.push(once_periodms);
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auto periodms = mean(top_periodms);
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systime curr_time;
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getsystime(curr_time);
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uint16_t shoot_delay = front_time + periodms * 2 - curr_time;
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sendBoxPosition(shoot_delay);
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time_seq.clear();
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angle_seq.clear();
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last_front_time = front_time;
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} else {
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time_seq.emplace_back(frame_time);
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double dx = target_box.rect.x + target_box.rect.width / 2 - IMAGE_CENTER_X;
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double yaw = atan(dx / FOCUS_PIXAL) * 180 / PI;
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angle_seq.emplace_back(yaw);
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sendBoxPosition(0);
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}
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if (getPointLength(last_box.getCenter() - target_box.getCenter()) > last_box.rect.height * 1.5) {
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if (150 < interval && interval < 700) {
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if (anti_top_state == ANTI_TOP) {
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top_periodms.push(interval);
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LOGM(STR_CTR(WORD_LIGHT_GREEN, "top period: %.1lf ms"), interval);
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systime curr_time;
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getsystime(curr_time);
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auto calculate_time = getTimeIntervalms(curr_time, frame_time);
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shoot_delay = mean(top_periodms) - calculate_time;
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sendBoxPosition(shoot_delay);
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} else {
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if (++anti_top_cnt > 4) {
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anti_top_state = ANTI_TOP;
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LOGM(STR_CTR(WORD_CYAN, "switch to anti-top"));
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}
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}
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}
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last_front_time = frame_time;
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}
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if (anti_top_state == NORMAL) {
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sendBoxPosition(0);
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} else if (interval < top_periodms[-1] * 0.1){
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sendBoxPosition(shoot_delay);
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}
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last_box = target_box;
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}
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@@ -46,13 +46,12 @@ std::map<string, int> prior_red = {
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{"NO", 10},
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};
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ArmorFinder::ArmorFinder(uint8_t &color, Serial &u, const string ¶s_folder) :
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ArmorFinder::ArmorFinder(uint8_t &color, Serial &u, const string ¶s_folder, const uint8_t &anti_top) :
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serial(u),
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enemy_color(color),
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is_anti_top(anti_top),
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state(STANDBY_STATE),
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anti_top_cnt(0),
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anti_switch_cnt(0),
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anti_top_state(NORMAL),
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classifier(paras_folder),
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contour_area(0),
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tracking_cnt(0) {
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@@ -91,9 +90,18 @@ void ArmorFinder::run(cv::Mat &src) {
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stateStandBy();
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}
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end:
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// antiTop();
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if(target_box.rect != cv::Rect2d())
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if(is_anti_top) {
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antiTop();
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}else if(target_box.rect != cv::Rect2d()) {
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time_seq.clear();
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angle_seq.clear();
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sendBoxPosition(0);
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}
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if(target_box.rect != cv::Rect2d()){
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last_box = target_box;
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}
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if (show_armor_box) { // 根据条件显示当前目标装甲板
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showArmorBox("box", src, target_box);
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cv::waitKey(1);
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8
main.cpp
8
main.cpp
@@ -32,7 +32,7 @@ McuData mcu_data = { // 单片机端回传结构体
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0, // 当前云台pitch角
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ARMOR_STATE, // 当前状态,自瞄-大符-小符
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0, // 云台角度标记位
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1, // 是否启用数字识别
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0, // 是否为反陀螺模式
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ENEMY_RED, // 敌方颜色
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0, // 能量机关x轴补偿量
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0, // 能量机关y轴补偿量
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@@ -44,7 +44,7 @@ WrapperHead *video_chassis = nullptr; // 底盘摄像头视频源
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Serial serial(115200); // 串口对象
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uint8_t last_state = INIT_STATE; // 上次状态,用于初始化
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// 自瞄主程序对象
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ArmorFinder armor_finder(mcu_data.enemy_color, serial, PROJECT_DIR"/tools/para/");
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ArmorFinder armor_finder(mcu_data.enemy_color, serial, PROJECT_DIR"/tools/para/", mcu_data.anti_top);
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// 能量机关主程序对象
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Energy energy(serial, mcu_data.enemy_color);
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@@ -66,8 +66,8 @@ int main(int argc, char *argv[]) {
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video_gimbal = new CameraWrapper(ARMOR_CAMERA_EXPOSURE, ARMOR_CAMERA_GAIN, 2/*, "armor"*/);
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video_chassis = new CameraWrapper(ENERGY_CAMERA_EXPOSURE, ENERGY_CAMERA_GAIN, 2/*, "energy"*/);
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} else {
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video_gimbal = new VideoWrapper(PROJECT_DIR"/8-7-NO7.avi");
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video_chassis = new VideoWrapper(PROJECT_DIR"/8-7-NO7.avi");
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video_gimbal = new VideoWrapper(PROJECT_DIR"/gimbal_video/1.avi");
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video_chassis = new VideoWrapper(PROJECT_DIR"/gimbal_video/1.avi");
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}
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if (video_gimbal->init()) {
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LOGM("video_gimbal source initialization successfully.");
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@@ -15,7 +15,7 @@ struct McuData {
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float curr_pitch;
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uint8_t state;
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uint8_t mark;
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uint8_t use_classifier;
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uint8_t anti_top;
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uint8_t enemy_color;
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int delta_x;
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int delta_y;
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@@ -41,7 +41,7 @@ void extract(cv::Mat &gimbal_src, cv::Mat &chassis_src);
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void extract(cv::Mat &gimbal_src);
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float getTimeIntervalms(const systime &now, const systime &last);
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double getTimeIntervalms(const systime &now, const systime &last);
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double getPointLength(const cv::Point2f &p);
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@@ -5,12 +5,15 @@
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#ifndef _PLATFORM_H_
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#define _PLATFORM_H_
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typedef struct{
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int second;
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int millisecond;
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} systime;
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//typedef struct{
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// float second;
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// float millisecond;
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//} systime;
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typedef double systime;
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void getsystime(systime &t);
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double getTimeIntervalms(const systime &now, const systime &last);
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#if defined(Linux) || defined(Darwin)
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#include <sys/time.h>
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@@ -173,10 +173,6 @@ void extract(cv::Mat &gimbal_src) {//图像预处理,将视频切成640×480
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}
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}
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float getTimeIntervalms(const systime &now, const systime &last){
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return (now.second-last.second)*1000.0 + (now.millisecond-last.millisecond);
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}
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double getPointLength(const cv::Point2f &p) {
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return sqrt(p.x * p.x + p.y * p.y);
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}
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@@ -5,11 +5,17 @@
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#if defined(Linux) || defined(Darwin)
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void getsystime(systime &t){
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static systime getsystime(){
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timeval tv;
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gettimeofday(&tv, nullptr);
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t.second = tv.tv_sec;
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t.millisecond = tv.tv_usec/1000;
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return tv.tv_usec / 1000.0 + tv.tv_sec * 1000.0;
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}
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void getsystime(systime &t) {
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static systime time_base = getsystime();
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timeval tv;
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gettimeofday(&tv, nullptr);
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t = tv.tv_usec / 1000.0 + tv.tv_sec * 1000.0 - time_base;
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}
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#elif defined(Windows)
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@@ -17,10 +23,14 @@ void getsystime(systime &t){
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void getsystime(systime &t){
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SYSTEMTIME tv;
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GetLocalTime(&tv);
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t.second = tv.wSecond;
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t.millisecond = tv.wMilliseconds;
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t = tv.wMilliseconds + tv.wSecond * 1000.0;
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}
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#else
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#error "nonsupport platform."
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#error "nonsupport platform."
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#endif
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double getTimeIntervalms(const systime &now, const systime &last) {
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return now - last;
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}
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