Update MixUp augmentation alpha=beta=32.0 (#3455)
Per VOC empirical results https://github.com/ultralytics/yolov5/issues/3380#issuecomment-853001307 by @developer0hye
This commit is contained in:
1 parent
4aa2959101
commit
8e3b4a0bf3
1 file changed
+1
-1
+1
-1
@@ -535,7 +535,7 @@ class LoadImagesAndLabels(Dataset): # for training/testing
|
||||
# MixUp https://arxiv.org/pdf/1710.09412.pdf
|
||||
if random.random() < hyp['mixup']:
|
||||
img2, labels2 = load_mosaic(self, random.randint(0, self.n - 1))
|
||||
r = np.random.beta(8.0, 8.0) # mixup ratio, alpha=beta=8.0
|
||||
r = np.random.beta(32.0, 32.0) # mixup ratio, alpha=beta=32.0
|
||||
img = (img * r + img2 * (1 - r)).astype(np.uint8)
|
||||
labels = np.concatenate((labels, labels2), 0)
|
||||
|
||||
|
||||
Reference in new issue
Block a user