openpilot is an open source driver assistance system. openpilot performs the functions of Automated Lane Centering and Adaptive Cruise Control for over 200 supported car makes and models.
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#include "selfdrive/ui/qt/onroad/model.h"
constexpr int CLIP_MARGIN = 500;
constexpr float MIN_DRAW_DISTANCE = 10.0;
constexpr float MAX_DRAW_DISTANCE = 100.0;
static int get_path_length_idx(const cereal::XYZTData::Reader &line, const float path_height) {
const auto &line_x = line.getX();
int max_idx = 0;
for (int i = 1; i < line_x.size() && line_x[i] <= path_height; ++i) {
max_idx = i;
}
return max_idx;
}
void ModelRenderer::draw(QPainter &painter, const QRect &surface_rect) {
auto &sm = *(uiState()->sm);
if (sm.updated("carParams")) {
longitudinal_control = sm["carParams"].getCarParams().getOpenpilotLongitudinalControl();
}
// Check if data is up-to-date
if (!(sm.alive("liveCalibration") && sm.alive("modelV2"))) {
return;
}
clip_region = surface_rect.adjusted(-CLIP_MARGIN, -CLIP_MARGIN, CLIP_MARGIN, CLIP_MARGIN);
experimental_model = sm["selfdriveState"].getSelfdriveState().getExperimentalMode();
painter.save();
const auto &model = sm["modelV2"].getModelV2();
const auto &radar_state = sm["radarState"].getRadarState();
const auto &lead_one = radar_state.getLeadOne();
update_model(model, lead_one);
drawLaneLines(painter);
drawPath(painter, model, surface_rect.height());
if (longitudinal_control && sm.alive("radarState")) {
update_leads(radar_state, model.getPosition());
const auto &lead_two = radar_state.getLeadTwo();
if (lead_one.getStatus()) {
drawLead(painter, lead_one, lead_vertices[0], surface_rect);
}
if (lead_two.getStatus() && (std::abs(lead_one.getDRel() - lead_two.getDRel()) > 3.0)) {
drawLead(painter, lead_two, lead_vertices[1], surface_rect);
}
}
painter.restore();
}
void ModelRenderer::update_leads(const cereal::RadarState::Reader &radar_state, const cereal::XYZTData::Reader &line) {
for (int i = 0; i < 2; ++i) {
const auto &lead_data = (i == 0) ? radar_state.getLeadOne() : radar_state.getLeadTwo();
if (lead_data.getStatus()) {
float z = line.getZ()[get_path_length_idx(line, lead_data.getDRel())];
mapToScreen(lead_data.getDRel(), -lead_data.getYRel(), z + 1.22, &lead_vertices[i]);
}
}
}
void ModelRenderer::update_model(const cereal::ModelDataV2::Reader &model, const cereal::RadarState::LeadData::Reader &lead) {
const auto &model_position = model.getPosition();
float max_distance = std::clamp(*(model_position.getX().end() - 1), MIN_DRAW_DISTANCE, MAX_DRAW_DISTANCE);
// update lane lines
const auto &lane_lines = model.getLaneLines();
const auto &line_probs = model.getLaneLineProbs();
int max_idx = get_path_length_idx(lane_lines[0], max_distance);
for (int i = 0; i < std::size(lane_line_vertices); i++) {
lane_line_probs[i] = line_probs[i];
mapLineToPolygon(lane_lines[i], 0.025 * lane_line_probs[i], 0, &lane_line_vertices[i], max_idx);
}
// update road edges
const auto &road_edges = model.getRoadEdges();
const auto &edge_stds = model.getRoadEdgeStds();
for (int i = 0; i < std::size(road_edge_vertices); i++) {
road_edge_stds[i] = edge_stds[i];
mapLineToPolygon(road_edges[i], 0.025, 0, &road_edge_vertices[i], max_idx);
}
// update path
if (lead.getStatus()) {
const float lead_d = lead.getDRel() * 2.;
max_distance = std::clamp((float)(lead_d - fmin(lead_d * 0.35, 10.)), 0.0f, max_distance);
}
max_idx = get_path_length_idx(model_position, max_distance);
mapLineToPolygon(model_position, 0.9, 1.22, &track_vertices, max_idx, false);
}
void ModelRenderer::drawLaneLines(QPainter &painter) {
// lanelines
for (int i = 0; i < std::size(lane_line_vertices); ++i) {
painter.setBrush(QColor::fromRgbF(1.0, 1.0, 1.0, std::clamp<float>(lane_line_probs[i], 0.0, 0.7)));
painter.drawPolygon(lane_line_vertices[i]);
}
// road edges
for (int i = 0; i < std::size(road_edge_vertices); ++i) {
painter.setBrush(QColor::fromRgbF(1.0, 0, 0, std::clamp<float>(1.0 - road_edge_stds[i], 0.0, 1.0)));
painter.drawPolygon(road_edge_vertices[i]);
}
}
void ModelRenderer::drawPath(QPainter &painter, const cereal::ModelDataV2::Reader &model, int height) {
QLinearGradient bg(0, height, 0, 0);
if (experimental_model) {
// The first half of track_vertices are the points for the right side of the path
const auto &acceleration = model.getAcceleration().getX();
const int max_len = std::min<int>(track_vertices.length() / 2, acceleration.size());
for (int i = 0; i < max_len; ++i) {
// Some points are out of frame
int track_idx = max_len - i - 1; // flip idx to start from bottom right
if (track_vertices[track_idx].y() < 0 || track_vertices[track_idx].y() > height) continue;
// Flip so 0 is bottom of frame
float lin_grad_point = (height - track_vertices[track_idx].y()) / height;
// speed up: 120, slow down: 0
float path_hue = fmax(fmin(60 + acceleration[i] * 35, 120), 0);
// FIXME: painter.drawPolygon can be slow if hue is not rounded
path_hue = int(path_hue * 100 + 0.5) / 100;
float saturation = fmin(fabs(acceleration[i] * 1.5), 1);
float lightness = util::map_val(saturation, 0.0f, 1.0f, 0.95f, 0.62f); // lighter when grey
float alpha = util::map_val(lin_grad_point, 0.75f / 2.f, 0.75f, 0.4f, 0.0f); // matches previous alpha fade
bg.setColorAt(lin_grad_point, QColor::fromHslF(path_hue / 360., saturation, lightness, alpha));
// Skip a point, unless next is last
i += (i + 2) < max_len ? 1 : 0;
}
} else {
bg.setColorAt(0.0, QColor::fromHslF(148 / 360., 0.94, 0.51, 0.4));
bg.setColorAt(0.5, QColor::fromHslF(112 / 360., 1.0, 0.68, 0.35));
bg.setColorAt(1.0, QColor::fromHslF(112 / 360., 1.0, 0.68, 0.0));
}
painter.setBrush(bg);
painter.drawPolygon(track_vertices);
}
void ModelRenderer::drawLead(QPainter &painter, const cereal::RadarState::LeadData::Reader &lead_data,
const QPointF &vd, const QRect &surface_rect) {
const float speedBuff = 10.;
const float leadBuff = 40.;
const float d_rel = lead_data.getDRel();
const float v_rel = lead_data.getVRel();
float fillAlpha = 0;
if (d_rel < leadBuff) {
fillAlpha = 255 * (1.0 - (d_rel / leadBuff));
if (v_rel < 0) {
fillAlpha += 255 * (-1 * (v_rel / speedBuff));
}
fillAlpha = (int)(fmin(fillAlpha, 255));
}
float sz = std::clamp((25 * 30) / (d_rel / 3 + 30), 15.0f, 30.0f) * 2.35;
float x = std::clamp<float>(vd.x(), 0.f, surface_rect.width() - sz / 2);
float y = std::min<float>(vd.y(), surface_rect.height() - sz * 0.6);
float g_xo = sz / 5;
float g_yo = sz / 10;
QPointF glow[] = {{x + (sz * 1.35) + g_xo, y + sz + g_yo}, {x, y - g_yo}, {x - (sz * 1.35) - g_xo, y + sz + g_yo}};
painter.setBrush(QColor(218, 202, 37, 255));
painter.drawPolygon(glow, std::size(glow));
// chevron
QPointF chevron[] = {{x + (sz * 1.25), y + sz}, {x, y}, {x - (sz * 1.25), y + sz}};
painter.setBrush(QColor(201, 34, 49, fillAlpha));
painter.drawPolygon(chevron, std::size(chevron));
}
// Projects a point in car to space to the corresponding point in full frame image space.
bool ModelRenderer::mapToScreen(float in_x, float in_y, float in_z, QPointF *out) {
Eigen::Vector3f input(in_x, in_y, in_z);
auto pt = car_space_transform * input;
*out = QPointF(pt.x() / pt.z(), pt.y() / pt.z());
return clip_region.contains(*out);
}
void ModelRenderer::mapLineToPolygon(const cereal::XYZTData::Reader &line, float y_off, float z_off,
QPolygonF *pvd, int max_idx, bool allow_invert) {
const auto line_x = line.getX(), line_y = line.getY(), line_z = line.getZ();
QPointF left, right;
pvd->clear();
for (int i = 0; i <= max_idx; i++) {
// highly negative x positions are drawn above the frame and cause flickering, clip to zy plane of camera
if (line_x[i] < 0) continue;
bool l = mapToScreen(line_x[i], line_y[i] - y_off, line_z[i] + z_off, &left);
bool r = mapToScreen(line_x[i], line_y[i] + y_off, line_z[i] + z_off, &right);
if (l && r) {
// For wider lines the drawn polygon will "invert" when going over a hill and cause artifacts
if (!allow_invert && pvd->size() && left.y() > pvd->back().y()) {
continue;
}
pvd->push_back(left);
pvd->push_front(right);
}
}
}