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Questions - data-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 to augment image data that is more than just pixels (using keras' ImageDataGenerator)?

I am currently working on a convolutional neural network to classify images using Python 3.9, tensorflow 2.7 as well as its keras API. These images, however, not only consist of pixel data but also ha...
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ABF

python

tensorflow

keras

data-augmentation

Votes: 0

Answers: 0

Audio Data Agmentation in python

I am using below function to augment audio data generated from wav audio files. def generate_augmented_data(file_path): augmented_data = [] samples = load_wav(file_path,get_duration=False) for time_va...
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a-data-guy

python

lstm

speech-recognition

data-augmentation

Votes: 0

Answers: 2

Latest Answer

You may refer link for reference: #https://www.geeksforgeeks.org/python-add-similar-value-multiple-times-in-list/ type(y_train)= panda series from itertools import repeat new_label=[] for index, ...
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Medini Bora

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