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:
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
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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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Source
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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
HI UM NEW TO THIS. CAN YOU PLESE TELL ME HOW TO SET THE RANGE OF THE LIST INDEX???
Get a dishwasher bro
if yk what i mean 😉
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
Oversimplified, people won't understand the basics of nns
Siraj , buddy u r awesome…pls ignore all negative comments 💗
Wow i need to try this
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.
Hahaha! Did't follow the tutorial at all, but I loved the poop jokes! You are doing the Lord's work. Keep it up
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
i still have problems with docker toolbox
Dig the savant background.
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..
Anybody code a script that counts and classifies grain sizes for riverbeds? Anything using python that is like basegrain would be good.
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."
If you play video at 2x, you will build image classifier in 2.5 minutes
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
are retrained_graph.pb and retrained_label.txt created when retrain.py is executed or should i manually create the please reply 🙁
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
Sirai, everyone reckons your stealing other peoples code, is that true
This guy talks too much everytime and does nothing. Hahaha
Can anyone here know about traffic sign detection project?
Change the speech speed to 0.5, it will sound like he is drunk but at least you will understand something…
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
Fatkun , best piece of information