Deep Learning – Image Classification Tutorial step by step (for Beginners) (python / TensorFlow)




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This video contains a basic level tutorial for implementing image classification using deep learning library such as Tensorflow.

1. Overview of concepts (Brainstorming) Image Classification
2. Image loading (four different methods)
(i) Python Imaging Library
(ii) Open CV
(iii) IPython.display
(iv) Tensorflow.Keras API – Preprocessing
3. Deep learning architectures
(i) Model Loading (MobileNet etc)
(ii) Predictions
4. Decoding the predictions into labels

Source


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Comment List

  • DeepLearning_by_PhDScholar
    January 1, 2021

    Thank you for this amazing video, sir! I'm now more understand about the Tensorflow and image classification. May I know, can I use Microsoft Visual Studio instead of Anaconda? Are they have the same function? And lastly, I want to know, this method can be use in Raspberry Pi for image processing sir with camera implement with it? Thank you 😄

  • DeepLearning_by_PhDScholar
    January 1, 2021

    Thank you so much for fundamental! How can I train my own images? and do the classification. Do you have any video for that?

  • DeepLearning_by_PhDScholar
    January 1, 2021

    Hello sir , i can't import imagenet_utils could you please help me to solve this issue.
    (it shown me this bro "ImportError: cannot import name 'imgenet_utils' from 'tensorflow.keras.applications' (unknown location)
    ")

  • DeepLearning_by_PhDScholar
    January 1, 2021

    Brother are you from Bangladesh?

  • DeepLearning_by_PhDScholar
    January 1, 2021

    Can u make more videos on this possibly on food recognition using a large dataset? PLS ty

  • DeepLearning_by_PhDScholar
    January 1, 2021

    Shan bhai! If I want to multiply a number with a specific row in 3×3 matrix in numpy array, then how should I do that?

  • DeepLearning_by_PhDScholar
    January 1, 2021

    Great. Please do work on the tutorial for Python too!

  • DeepLearning_by_PhDScholar
    January 1, 2021

    Amazing… Finally, someone teaching very good

  • DeepLearning_by_PhDScholar
    January 1, 2021

    good job.

  • DeepLearning_by_PhDScholar
    January 1, 2021

    Well done Shan

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