fix: 修复长条图片无法检测到文本 (#5)
原因是当图片高度或宽度低于一定值后,检测算法难以执行检测 经过测试,图片的短边大于等于64的时候即可满足检测算法的要求 修改方法为在预先缩减图片尺寸后,进一步判断图片的短边是否符合大于等于64的要求,对不符合的执行第二次尺寸计算 Log: 修复长条图片无法检测到文本
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@ -34,7 +34,7 @@ std::vector<std::vector<std::vector<int>>> Details::detectText(const cv::Mat &sr
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int w = src.cols;
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int h = src.rows;
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//输入图片固定尺寸960*960
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//1.缩减尺寸
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float ratio = 1.f;
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if (std::max(w, h) > 960) {
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if (h > w) {
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@ -47,9 +47,23 @@ std::vector<std::vector<std::vector<int>>> Details::detectText(const cv::Mat &sr
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int resizeH = int(h * ratio);
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int resizeW = int(w * ratio);
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resizeH = std::max(int(round(float(resizeH) / 32) * 32), 32);
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resizeW = std::max(int(round(float(resizeW) / 32) * 32), 32);
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//2.扩大尺寸,确保图片的最短的边大于等于64,小于这个值可能会导致检测不到文字
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float ratio2 = 1.f;
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if (std::min(resizeW, resizeH) < 64) {
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if (resizeH > resizeW) {
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ratio2 = 64.0f / resizeW;
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} else {
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ratio2 = 64.0f / resizeH;
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}
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}
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resizeH = int(resizeH * ratio2);
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resizeW = int(resizeW * ratio2);
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//3.标准化图片尺寸,否则会错位
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resizeH = int(round(float(resizeH) / 32) * 32);
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resizeW = int(round(float(resizeW) / 32) * 32);
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//执行resize,记录变换比例
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cv::Mat resize_img;
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cv::resize(src, resize_img, cv::Size(resizeW, resizeH));
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float ratio_h = float(resizeH) / float(h);
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