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car-detection-bayes
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Glenn Jocher 2018-11-22 17:17:07 +01:00
parent 075b629049
commit 7ca924b172
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models.py
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@ -184,6 +184,7 @@ class YOLOLayer(nn.Module):
# Sum loss components # Sum loss components
balance_losses_flag = True balance_losses_flag = True
if balance_losses_flag: if balance_losses_flag:
k = 1 / self.loss_means.clone() k = 1 / self.loss_means.clone()
loss = (lx * k[0] + ly * k[1] + lw * k[2] + lh * k[3] + lconf * k[4] + lcls * k[5]) / k.mean() loss = (lx * k[0] + ly * k[1] + lw * k[2] + lh * k[3] + lconf * k[4] + lcls * k[5]) / k.mean()