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How to train test and deploy Tensorlfow model on google colab using streamlit 

When Maths Meet Coding
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Hello everyone this video is a complete walkthrough for training testing animal classification model on google colab then deploying as web-app it as a web-app using streamlit, either you are a beginner in python or image classification or at an advanced stage this video is going to guide you from training a transfer learning model on colab then deploying it will help of streamlit.
Here is the git link for streamlit code
github.com/jakkcoder/tensorfl...
----Time links to each step in the video---
Chapters:
0:00 Introduction
4:14 Downloading dataset from Kaggle
6:20 Colab model training
51:10 Stramlit app development

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11 июл 2024

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Комментарии : 39   
@sumankayal7997
@sumankayal7997 3 года назад
Thank you very much
@crnohd
@crnohd 3 месяца назад
thank you prof ♥
@karanamnareshkumar7390
@karanamnareshkumar7390 3 года назад
good explanation
@omarjallow7102
@omarjallow7102 2 года назад
nice content
@ajitegar7738
@ajitegar7738 3 года назад
Thanks You Sir,
@whenmathsmeetcoding1836
@whenmathsmeetcoding1836 3 года назад
Most welcome
@fairussakibtanzim6265
@fairussakibtanzim6265 2 года назад
I would really appreciate if you show the full process of deploying your model into streamlit.
@shahrulnizamibrahim6401
@shahrulnizamibrahim6401 2 года назад
can i use the same model if i want to train for emotion recognition using FER2013 dataset?
@tafadzwamusinachirevo7129
@tafadzwamusinachirevo7129 2 года назад
hello thank you for this, am doing my computer science final project and it is cattle breed classification using cnn and this will help me can you help me on the dataset to use
@qkrdmswls414
@qkrdmswls414 3 года назад
Thank you 🙏
@whenmathsmeetcoding1836
@whenmathsmeetcoding1836 3 года назад
You’re welcome 😊
@qkrdmswls414
@qkrdmswls414 3 года назад
@@whenmathsmeetcoding1836 I have one question for you. What should I call this model? For example, SSD model, CNN model...
@whenmathsmeetcoding1836
@whenmathsmeetcoding1836 3 года назад
I have used mobilenet here which is transfer learning model
@whenmathsmeetcoding1836
@whenmathsmeetcoding1836 3 года назад
@@qkrdmswls414 but its a type of cnn model
@esrahandles
@esrahandles 2 года назад
So actually what is the model we are using here to build the model in one word
@esrahandles
@esrahandles 2 года назад
What are the other way to deploy other than streamlit
@pseudounknow5559
@pseudounknow5559 3 года назад
can you share the notebook code plz ?
@reazonsraj
@reazonsraj 3 года назад
when u said hello my fellow scholars do u watch 2 min papers on youtube ?? :)
@abhijeetdhumal8650
@abhijeetdhumal8650 2 года назад
my system does not support cuda does this work for me
@esrahandles
@esrahandles 2 года назад
How can we get the whole code
@fairussakibtanzim6265
@fairussakibtanzim6265 2 года назад
Hello, I am following the same instructions as it is shown here. but getting the error on model.fit line. it says ValueError: Unknown loss function: sparce_categorical_crossentropy. Please ensure this object is passed to the 'custom_objects' argument. How can I solve this error? I would really appreciate your help.
@silentsword2000
@silentsword2000 2 года назад
Bro did you solve the issiue. i am also getting the same error
@mownikamowna9680
@mownikamowna9680 3 года назад
How can i resolve valueError
@sakirhossainfaruque7532
@sakirhossainfaruque7532 11 месяцев назад
Hey bro can I get the colab link?
@shivamdubey4783
@shivamdubey4783 2 года назад
Sir can you plzz make it for django also
@vikassoni799
@vikassoni799 2 года назад
Still an undergraduate trying to figure it out 😥
@prasannakarjagi1169
@prasannakarjagi1169 3 года назад
hi jay bhat watching your tutorials ,you are doing good explantaion i m doing this model while doing model.fit() im getting this error plese give me the solution ValueError: Failed to find data adapter that can handle input: ,
@DrPilz
@DrPilz 3 года назад
same here. How did you solve it?
@handhikayp
@handhikayp 3 года назад
well you actually forget to put return in the img_data function see again the video
@ddrogba14
@ddrogba14 2 года назад
@@handhikayp how? what a minute?
@YazidAufar
@YazidAufar 2 года назад
I got the same error, anyone can help?
@YazidAufar
@YazidAufar 2 года назад
@@handhikayp how you solved this problem? can you explain
@madhvikabhatt7492
@madhvikabhatt7492 3 года назад
While mounting drive it takes longer time, why it is so?
@madhvikabhatt7492
@madhvikabhatt7492 3 года назад
Solved now
@madhvikabhatt7492
@madhvikabhatt7492 3 года назад
I'm getting value error: unknown loss function: sparce_categorical_crossentropy
@madhvikabhatt7492
@madhvikabhatt7492 3 года назад
Pls help
@sandeshkharat2273
@sandeshkharat2273 2 года назад
put loss =tensorflow.keras.losses.sparse_categorical_crossentropy or tf.keras.losses.SparseCategoricalCrossentropy()
@mlem1185
@mlem1185 9 месяцев назад
model is predicting wrong animals
@Dsakshi000
@Dsakshi000 2 года назад
What if some help is needed regarding this model. I mean can we get your email (if possible)? Thankyou in advance.
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