Efficient Image Classification with Transfer Learning and Image Augmentation with TensorFlow Keras

Efficient Image Classification with Transfer Learning and Image Augmentation with TensorFlow Keras

Greg Hogg

1 год назад

5,278 Просмотров

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Feloi
Feloi - 01.09.2023 19:22

Hi Greg! I hope you're doing well. I have one question if I use image.resize(224,224) will it preserve my 3 RGB channels or is it important to use image.shape and mention 3 channels? Please let me know its stuck in my head for quite a while now

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Constantia Malekkou
Constantia Malekkou - 06.04.2023 22:17

Very very helpful step by step guide to image classification. Minor note since I was dealing with categorical classification. If the labels are in integer format use SparseCategoricalCrossentropy loss😅

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BAHAGEEL OSMAN
BAHAGEEL OSMAN - 27.02.2023 18:38

Excellent presentation Greg
But as far as training is concerned I would propose instantiating the Callback as a class and then call it in the compilation of then model and use less metrics to validate your model 😅 thank you again

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PS RAJU
PS RAJU - 03.01.2023 03:51

thank u,

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RyanG
RyanG - 24.11.2022 05:49

Hi I am a student doing an image classification project. Do you do any online tutoring and how much would you charge? I am an EEE student so this is very much new to me

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Chaitanya Sharma
Chaitanya Sharma - 10.11.2022 11:38

how to perform transfer learning on gray scale data

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Sanjay Dubey
Sanjay Dubey - 13.10.2022 06:35

Great video as usual!

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Graziele De Souza
Graziele De Souza - 07.10.2022 15:53

Very good!!

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Arsheya Jain
Arsheya Jain - 07.10.2022 06:19

Awesome thanks

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