Multi-class Image Classification using Keras (Python) on Weather Dataset (Kaggle)

Acknowledgement: Thanks to Vijay Gupta for providing the weather dataset and sample codes.

[shahafraz]

Hi. Can you plz guide me how to create this test.csv file

[turbophilable]

Thanks sir i hv been searching for this for quite some time now..most helpful

[akinboyeyusuff]

​ @The Class of AI Thank you for the video. The dataset I am currently using has no test.csv. How do I generate my test.csv such that I can use it to test the model. Or do I do that manually. I have the test folder that contains the all the images I want to use to test. Thank you.

[ibrahimsincap]

How can I use my own dataset for this?

[AghaKhan]

One of the best videos and solved my problem... Thank you so much sir ❤️

[indointanchannel]

Amazing video. Thank you so much for your content. it is advantageous. it solved my problem of splitting datasets in folder management.

[chintanparmar]

Given a training dataset which has pdf having scan image of restaurant invoice...need code for nlp model to extract subtotal from receipts...any such sample code available?

[prashilramteke]

thank you so much sir this is very good explanation, but i question sir can this model will classify only one image? and it should give me class of that image?

[abhijeetkumar]

Kindly help me with this error, i'm a complete newbie trying to apply this process to another model.
InvalidArgumentError for model.fit_generator (deprecated)

[IntanMire]

sir, How do split dataset if we have 3 splits(train, valid, and test). I have an error like below.

split_size = .85

split_data(YES_SOURCE_DIR, TRAINING_YES_DIR, VALID_YES_DIR, TEST_YES_DIR, split_size)
split_data(NO_SOURCE_DIR, TRAINING_NO_DIR, VALID_NO_DIR, TEST_NO_DIR, split_size)
TypeError: split_data() takes 4 positional arguments but 5 were given
Please you give a problem solver about this. Thank you so much. Greeting.

[ayushpratap]

Sir,
i am getting error in CCN model section, My epochs are not running and giving the erroe as :

InvalidArgumentError: logits and labels must be broadcastable: logits_size=[16, 5] labels_size=[16, 4]
[[node
(defined at
]]

plese solve the issue

[jaswanthchowdary]

can u tell the model name u have used in this?

[neelabhsomani]

Amazing video! Just had a small doubt. How did you make the csv file of your labels?

[jokerify]

Great video! Just a quick question, how do you print the images in the train or validation folders?

[anilkumarchannamsettti]

Based on your code I have an error due to split data there is no such file directory

[chintanparmar]

Thanks for video!! There was a step to check the number of images across classes(cloudy, fog etc)...is it required to be balanced across classes to get better accuracy?

[beda]

Thank you for the video!
I have the problem though, that the prediction comes out as integers, meaning it predicts like so [0 0 1 0]. I would like it to give me floats like [0.5 0.7 0.1 0.5] for example

[anujanaphade]

How to split dataset in train and test set?

[poraspatle]

Is it possible to create multi-class image classification and captioning without using Tensorflow, Keras, or sklearn

[sheetalnagar]

Very Nice video. Can you guide me how to find RECALL value for MULTICLASS IMAGE CLASSIFICATION in keras?