Analyzing Models with TensorBoard - Deep Learning with Python, TensorFlow and Keras p.4

Welcome to part 4 of the deep learning basics with Python, TensorFlow, and Keras tutorial series. In this part, what we're going to be talking about is TensorBoard. TensorBoard is a handy application that allows you to view aspects of your model, or models, in your browser.

[kastin]

Wow hitting CMD from file explorer path just saved me a huge amount of time, no more batch files. awesome shortcut. thanks for the tip!

[chtouroumahdi]

My day routine :
1) Open youtube
2) Check sentdex new tutorials !!
Thank you for this amazing work !!

[henryhsueh]

The best tutorial ever! BTW, for 2020 mac user, if you cannot run the: tensorboard --logdir=logs/, use the pip install grpcio==1.24.3

[ozan]

if you get a "Failed to create a directory" error as a windows user i fixed it by changing "/" to "\\" in log_dir.its looks like this now = TensorBoard(log_dir=" C:\\logs\\{}".format(NAME))

[scootscootk]

"I really hope that didnt kill my recording"... doesnt check :P This video series is great btw!

[solques]

'tensorboard' is not recognized as an internal or external command,
operable program or batch file.

i got this error could u help me ? Thank u:)

[LucidProgramming]

Great video as always, Harrison. Thank you very much for taking the time to make such high-quality content. Cheers.

[A-of]

I get an error saying that a cirectory could not be created in relation to (with tagged-vs-untagged etc being my version of cats and dogs file name). Any ideas how to fix? This error is related to tensorflow.

[dmmd]

If you get "ValueError: Failed to find data adapter that can handle input" use
import numpy as np
X = np.asarray(pickle.load(open("X.pickle", "rb")))
y = np.asarray(pickle.load(open("y.pickle", "rb")))

[jaydevsinhzankat]

when Sentdex runs this code it shows 17000 + samples but when I Run this it shows only 500 samples so how can I increase my samples no. please help me if anyone gets me.

[contractorwolf]

seriously, that was the best explanation for how to use tensorboard, thx

[CalvinL.Stevens]

do you also use the 1080ti for gaming or is it a pure workhorse?

[IgnacioErro]

7:42 "one more time" -> "un mas tiempo" LOL!
Nice tutorial!

[anefuoche]

please what is the most recent way to do GPUOptions and Session? Apparently GPUOptions and Session are deprecated. I am getting errors that tensorflow does not have those as modules.

[_spartian_]

Hey, insted of showing 4 graphs I am only able to see 2 (epoch_accuracy and epoch_loss) not like yours and also even after one run they showed up 2 (as train and validation)
how can i see separate 4 graphs

[domenicobezuidenhout]

Hello Dex, I am having the weirdest issue with this.

I will change nothing in my code except adding from import tensorboard
The minute i add this my loss goes from .08 to 1.6 and nothing in the underlying code has changed? I am extremely confused

[ernestoyounes]

i can only see epoch_accuracy and epoch_loss on my tensorboard and not those graphs that are shown in your video. can anybody point out a solution for this. thanks a bunch

[houdadj]

if you get a AttributeError: module 'tensorflow' has no attribute 'Session'
/ or ConfigProto / or GPUOptions
then you must change it to : tf.compat.v1.GPUOptions

[bijinmabraham]

I have trained a custom model with 3 classes, using SSD MobileNet in TensorFlpw, Is there a way to find the average precision of these individual classes ?

[farzanevafaii]

hi!
thanks for your video
I just dont get something about using tensorboard, why dont we use matplotlib and draw our plots with that like always?
what is the difference?