提交 871b0e68 编写于 作者: W wangmeng28

Simplify priorbox layer

上级 e22039f8
......@@ -65,6 +65,9 @@ bool PriorBoxLayer::init(const LayerMap& layerMap,
std::copy(pbConf.aspect_ratio().begin(),
pbConf.aspect_ratio().end(),
std::back_inserter(tmp));
if (maxSize_.size() > 0) CHECK_EQ(minSize_.size(), maxSize_.size());
// flip aspect ratios
for (int index = 0; index < tmp.size(); index++) {
real ar = tmp[index];
......@@ -72,8 +75,9 @@ bool PriorBoxLayer::init(const LayerMap& layerMap,
aspectRatio_.push_back(ar);
aspectRatio_.push_back(1. / ar);
}
numPriors_ = aspectRatio_.size() * minSize_.size();
if (maxSize_.size() > 0) numPriors_ += maxSize_.size() * minSize_.size();
numPriors_ = aspectRatio_.size() * minSize_.size() + maxSize_.size();
return true;
}
......@@ -101,22 +105,25 @@ void PriorBoxLayer::forward(PassType passType) {
real centerX = (w + 0.5) * stepW;
real centerY = (h + 0.5) * stepH;
for (size_t s = 0; s < minSize_.size(); s++) {
// square prior with size minSize
real minSize = minSize_[s];
real boxWidth = minSize;
real boxHeight = minSize;
// xmin, ymin, xmax, ymax
// priors with different aspect ratios
for (size_t r = 0; r < aspectRatio_.size(); r++) {
real ar = aspectRatio_[r];
boxWidth = minSize * sqrt(ar);
boxHeight = minSize / sqrt(ar);
tmpPtr[idx++] = (centerX - boxWidth / 2.) / imageWidth;
tmpPtr[idx++] = (centerY - boxHeight / 2.) / imageHeight;
tmpPtr[idx++] = (centerX + boxWidth / 2.) / imageWidth;
tmpPtr[idx++] = (centerY + boxHeight / 2.) / imageHeight;
// set the variance.
for (int t = 0; t < 4; t++) tmpPtr[idx++] = variance_[t];
}
if (maxSize_.size() > 0) {
CHECK_EQ(minSize_.size(), maxSize_.size());
// square prior with size sqrt(minSize * maxSize)
for (size_t s = 0; s < maxSize_.size(); s++) {
real maxSize = maxSize_[s];
boxWidth = boxHeight = sqrt(minSize * maxSize);
tmpPtr[idx++] = (centerX - boxWidth / 2.) / imageWidth;
......@@ -127,22 +134,9 @@ void PriorBoxLayer::forward(PassType passType) {
for (int t = 0; t < 4; t++) tmpPtr[idx++] = variance_[t];
}
}
// priors with different aspect ratios
for (size_t r = 0; r < aspectRatio_.size(); r++) {
real ar = aspectRatio_[r];
boxWidth = minSize * sqrt(ar);
boxHeight = minSize / sqrt(ar);
tmpPtr[idx++] = (centerX - boxWidth / 2.) / imageWidth;
tmpPtr[idx++] = (centerY - boxHeight / 2.) / imageHeight;
tmpPtr[idx++] = (centerX + boxWidth / 2.) / imageWidth;
tmpPtr[idx++] = (centerY + boxHeight / 2.) / imageHeight;
// set the variance.
for (int t = 0; t < 4; t++) tmpPtr[idx++] = variance_[t];
}
}
}
}
// clip the prior's coordidate such that it is within [0, 1]
for (int d = 0; d < dim * 2; ++d)
if ((d % 8) < 4)
......
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