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Questions - image-augmentation

Is it possible to iterate through Tensor in graph mode?

I am trying to implement Aleju's Imgaug to TFOD API. Noticed that you can not iterate through Tensors in the graph mode . I looked up for the solution and tried many suggestions but neither of them wo...
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Ahmet Mert Saygu

python-3.x

tensorflow

object-detection-api

data-augmentation

image-augmentation

Votes: 0

Answers: 1

Latest Answer

Now there exists tf.range() A brief example # here is a 3d tensor. x = tf.convert_to_tensor(np.array([[1,1],[1,1],[1,1]],[[2,2],[2,2],[2,2]])) #Now loop over its largest parts length = x.shape[0] ...
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ArtemJDS

How resize dataset label in albumentations label to work with tensorflow image_dataset_from_directory function?

I am running the following code: [https://pastebin.com/LK8tKZtN] The error obtained is following: File "C:\Users\Admin\PycharmProjects\BugsClassfications\main2.py", line 45, in set_shapes ...
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Ion Caciula

python

tensorflow

keras

image-augmentation

albumentations

Votes: 0

Answers: 1

Latest Answer

If you change the shape of your labels, it should work: def set_shapes(img, label, img_shape=(128,128,3)): img.set_shape(img_shape) label.set_shape([1,]) return img, label But you should ask yo...
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