Created
November 28, 2019 04:09
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// Draw the predicted bounding box, colorize and show the mask on the image | |
void ThreadedMaskRCNN::drawBox(Mat& target, int classId, float conf, Rect box, Mat& objectMask) | |
{ | |
//Draw a rectangle displaying the bounding box | |
rectangle(target, Point(box.x, box.y), Point(box.x + box.width, box.y + box.height), Scalar(255, 178, 50), 3); | |
//Get the label for the class name and its confidence | |
string label = format("%.2f", conf); | |
if (!classes.empty()) | |
{ | |
CV_Assert(classId < (int)classes.size()); | |
label = classes[classId] + ":" + label; | |
} | |
std::cout << label << std::endl; | |
//Display the label at the top of the bounding box | |
int baseLine; | |
Size labelSize = getTextSize(label, FONT_HERSHEY_SIMPLEX, 0.5, 1, &baseLine); | |
box.y = max(box.y, labelSize.height); | |
rectangle(target, Point(box.x, box.y - round(1.5 * labelSize.height)), Point(box.x + round(1.5 * labelSize.width), box.y + baseLine), Scalar(255, 255, 255), FILLED); | |
putText(target, label, Point(box.x, box.y), FONT_HERSHEY_SIMPLEX, 0.75, Scalar(0, 0, 0), 1); | |
Scalar color = colors[classId % colors.size()]; | |
// Resize the mask, threshold, color and apply it on the image | |
resize(objectMask, objectMask, Size(box.width, box.height)); | |
Mat mask = (objectMask > maskThreshold); | |
// bug fix | |
cv::Rect mask_roi; | |
mask_roi = cv::Rect(0, 0, box.width, box.height); | |
if (!(0 <= box.x && 0 <= box.width && box.x + box.width <= target.cols && | |
0 <= box.y && 0 <= box.height && box.y + box.height <= target.rows)) | |
{ | |
if (box.x + box.width > target.cols) { | |
int last_width = box.width; | |
box.width = target.cols - box.x; | |
mask_roi.width -= last_width - box.width; | |
} | |
if (box.y + box.height > target.rows) { | |
int last_height = box.height; | |
box.height = target.rows - box.y; | |
mask_roi.height -= last_height - box.height; | |
} | |
std::cout << "roi error:" << box.x << ", " << box.y << ", " << box.width << ", " << box.height << ", " | |
<< target.cols << ", " << target.rows << std::endl; | |
} | |
Mat coloredRoi = (0.3 * color + 0.7 * target(box)); | |
coloredRoi.convertTo(coloredRoi, CV_8UC3); | |
// Draw the contours on the image | |
vector<Mat> contours; | |
Mat hierarchy; | |
mask.convertTo(mask, CV_8U); | |
findContours(mask, contours, hierarchy, RETR_CCOMP, CHAIN_APPROX_SIMPLE); | |
drawContours(coloredRoi, contours, -1, color, 5, LINE_8, hierarchy, 100); | |
coloredRoi.copyTo(target(box), mask(mask_roi)); | |
} |
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