Build a TensorFlow Image Classifier in 5 Min




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In this episode we’re going to train our own image classifier to detect Darth Vader images.

The code for this repository is here:
https://github.com/llSourcell/tensorflow_image_classifier

I created a Slack channel for us, sign up here:
https://wizards.herokuapp.com/

The Challenge:
The challenge for this episode is to create your own Image Classifier that would be a useful tool for scientists. Just post a clone of this repo that includes your retrained Inception Model (label it output_graph.pb). If it’s too big for GitHub, just upload it to DropBox and post the link in your GitHub README. I’m going to judge all of them and the winner gets a shoutout from me in a future video, as well as a signed copy of my book ‘Decentralized Applications’.

This CodeLab by Google is super useful in learning this stuff:

https://codelabs.developers.google.com/codelabs/tensorflow-for-poets/?utm_campaign=chrome_series_machinelearning_063016&utm_source=gdev&utm_medium=yt-desc#0

This Tutorial by Google is also very useful:

https://www.tensorflow.org/versions/r0.9/how_tos/image_retraining/index.html

This is a good informational video:

https://www.youtube.com/watch?v=VpDonQAKtE4

Really deep dive video on CNNs:

https://www.youtube.com/watch?v=FmpDIaiMIeA

I love you guys! Thanks for watching my videos and if you’ve found any of them useful I’d love your support on Patreon:

https://www.patreon.com/user?u=3191693

Much more to come so please SUBSCRIBE, LIKE, and COMMENT! 🙂

edit: Credit to Clarifai for the first conv net diagram in the video
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Comment List

  • Siraj Raval
    November 11, 2020

    Amazing Video. I made a classifier that can be used by scientists to classify whether an image is of a Spiral or an Elliptical Galaxy. https://github.com/rhnvrm/galaxy-image-classifier-tensorflow

  • Siraj Raval
    November 11, 2020

    HI UM NEW TO THIS. CAN YOU PLESE TELL ME HOW TO SET THE RANGE OF THE LIST INDEX???

  • Siraj Raval
    November 11, 2020

    Get a dishwasher bro
    if yk what i mean 😉

  • Siraj Raval
    November 11, 2020

    this lookes so usefull but sudo docker run -it gcr.io/tensorflow/tensorflow:latest-devel does not work anymore… please help me out further to some other video that makes making an image classifier so easy as this video shows

  • Siraj Raval
    November 11, 2020

    Oversimplified, people won't understand the basics of nns

  • Siraj Raval
    November 11, 2020

    Siraj , buddy u r awesome…pls ignore all negative comments 💗

  • Siraj Raval
    November 11, 2020

    Wow i need to try this

  • Siraj Raval
    November 11, 2020

    This man is like how to make entire universe in 5 min. It takes time to learn and implement machine learning models. There is no point in just copy and pasting the on screen steps.

  • Siraj Raval
    November 11, 2020

    Hahaha! Did't follow the tutorial at all, but I loved the poop jokes! You are doing the Lord's work. Keep it up

  • Siraj Raval
    November 11, 2020

    Hi mate, I have windows 10 pro installed an app downloaded docker I can see a docker desktop icon but when I double click nothing happens it says to run docker from powershell I can't figure out how to get the screen you're showing on yours with a dolphin

  • Siraj Raval
    November 11, 2020

    i still have problems with docker toolbox

  • Siraj Raval
    November 11, 2020

    Dig the savant background.

  • Siraj Raval
    November 11, 2020

    Bro i wanted to recognise a spect in a person wearing ..i wanted to do this Artificial intelligence projects please please suggest me how to do that..

  • Siraj Raval
    November 11, 2020

    Anybody code a script that counts and classifies grain sizes for riverbeds? Anything using python that is like basegrain would be good.

  • Siraj Raval
    November 11, 2020

    Hi sir, can i ask favor to please help me how to configure tensorflow in my loptop please, i am a student and i have my thesis with a title "Chest X-ray Result Anylysis for android using tensorflow and convolutional neural network."

  • Siraj Raval
    November 11, 2020

    If you play video at 2x, you will build image classifier in 2.5 minutes

  • Siraj Raval
    November 11, 2020

    From the tensorflow github page:
    “`
    WARNING: This code is deprecated.
    The retrain.py tool from this directory has been replaced by the make_image_classifier tool that gets installed as a command-line tool by the PIP package tensorflow-hub[make_image_classifier]. The new tool uses TensorFlow 2 and supports fine-tuning.
    “`

    https://github.com/tensorflow/hub/tree/master/examples/image_retraining

  • Siraj Raval
    November 11, 2020

    are retrained_graph.pb and retrained_label.txt created when retrain.py is executed or should i manually create the please reply 🙁

  • Siraj Raval
    November 11, 2020

    raceback (most recent call last):

      File "generate_tfrecord.py", line 26, in <module>

        flags = tf.app.flags

    AttributeError: module 'tensorflow' has no attribute 'app'

    resolve this issue

  • Siraj Raval
    November 11, 2020

    Sirai, everyone reckons your stealing other peoples code, is that true

  • Siraj Raval
    November 11, 2020

    This guy talks too much everytime and does nothing. Hahaha

  • Siraj Raval
    November 11, 2020

    Can anyone here know about traffic sign detection project?

  • Siraj Raval
    November 11, 2020

    Change the speech speed to 0.5, it will sound like he is drunk but at least you will understand something…

  • Siraj Raval
    November 11, 2020

    bro your fucking tutorial so garbage. You didn't even bother to paste commands into the description. How the fuck i am supposed to see full fucking commands if your command line doesnt show entirety of it?
    what a douchebag

  • Siraj Raval
    November 11, 2020

    Fatkun , best piece of information

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