Best Practices for Image Preprocessing in Deep Learning with Keras and TensorFlow

Best Practices for Image Preprocessing in Deep Learning with Keras and TensorFlow

Nicolai Nielsen

3 года назад

16,262 Просмотров

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In this video 📝 we will talk about Image Preprocessing In Neural Networks and Deep Learning with Keras and TensorFlow. First of all, we will cover what image preprocessing is and why it is used before passing the images through our neural networks. We will go over some different preprocessing methods both for your own dataset but also for the already pre-trained models in Keras and TensorFlow. At the end of the video, we go over code examples of how to do image preprocessing.

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Tags:
#ImagePreprocessing #Preprocessing #NeuralNetworks #DeepLearning #NeuralNetworksPython #NeuralNetworksTutorial #DeepLearningTutorial #Keras #TensorFlow

Тэги:

#image_preprocessing #image_preprocessing_keras #image_preprocessing_tensorflow #deep_learning #artificial_intelligence #neural_networks #neural_networks_and_deep_learning #resnet_deep_learning #mobilenet #resnet #densenet #machine_learning #google_colab #neural_netowkrs #keras #keras_python #python #mnist_dataset #machine_learning_with_python #the_coding_library #cnn_keras #tpu_keras #convolutional_neural_network #code #cnn #image_preprocessing_neural_networks #image_processing
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Комментарии:

@ilyasslambardi5775
@ilyasslambardi5775 - 23.03.2023 18:01

Dude try to slow ur speaking down a bit next time! Thanks for infos tho

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@theLionKing874
@theLionKing874 - 07.11.2022 23:28

well kind of confused on when to use which type of pre-processing methods?

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@mohamedelgebali8247
@mohamedelgebali8247 - 23.03.2022 18:01

Great video, Thanks!
i cant seem to find the notebook, can you please send the link

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@ahmadsalihy7840
@ahmadsalihy7840 - 11.02.2022 17:11

img = image.load_img(img_path, target_size=(135,640)) this line has an error 'DirectoryIterator' object has no attribute 'load_img' , if you answer me I will be thankful

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@anonymous-or9pw
@anonymous-or9pw - 08.10.2021 08:20

I think this video is a gem but I couldn't cope up with the accent.

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@neerajcheryala9602
@neerajcheryala9602 - 04.05.2021 10:20

Does this image data loading work for TPU..? ImageDatagenerator doesn't seem to work for TPU.

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