Using Image Data along with CSV file data for CNN model
$begingroup$
I have image data along with csv file where each row of csv file contains attributes for corresponding image.
I want to use images as well as csv file data to build CNN model using Keras.
What is preferred way of doing it?
- I can append the attribute data with numpy array of image and train the model.
- I can create 2 different models and use average/voting for prediction.
I think, in 1st appraoch csv file data which has around 50 columns would hardly matter as image shape is (128*128*3). Is it correct? and how can I give more importance to csv file (like 60% weightage to image data and 40% to csv file).
And again how CNN would work with that CSV file data as CNN is preferred on Image Data?
machine-learning python deep-learning keras cnn
asked 10 mins ago
SociopathSociopath
236210
$endgroup$
add a comment |
$begingroup$
I have image data along with csv file where each row of csv file contains attributes for corresponding image.
I want to use images as well as csv file data to build CNN model using Keras.
What is preferred way of doing it?
- I can append the attribute data with numpy array of image and train the model.
- I can create 2 different models and use average/voting for prediction.
I think, in 1st appraoch csv file data which has around 50 columns would hardly matter as image shape is (128*128*3). Is it correct? and how can I give more importance to csv file (like 60% weightage to image data and 40% to csv file).
And again how CNN would work with that CSV file data as CNN is preferred on Image Data?
machine-learning python deep-learning keras cnn
asked 10 mins ago
SociopathSociopath
236210
$endgroup$
add a comment |
$begingroup$
I have image data along with csv file where each row of csv file contains attributes for corresponding image.
I want to use images as well as csv file data to build CNN model using Keras.
What is preferred way of doing it?
- I can append the attribute data with numpy array of image and train the model.
- I can create 2 different models and use average/voting for prediction.
I think, in 1st appraoch csv file data which has around 50 columns would hardly matter as image shape is (128*128*3). Is it correct? and how can I give more importance to csv file (like 60% weightage to image data and 40% to csv file).
And again how CNN would work with that CSV file data as CNN is preferred on Image Data?
machine-learning python deep-learning keras cnn
asked 10 mins ago
SociopathSociopath
236210
$endgroup$
I have image data along with csv file where each row of csv file contains attributes for corresponding image.
I want to use images as well as csv file data to build CNN model using Keras.
What is preferred way of doing it?
- I can append the attribute data with numpy array of image and train the model.
- I can create 2 different models and use average/voting for prediction.
I think, in 1st appraoch csv file data which has around 50 columns would hardly matter as image shape is (128*128*3). Is it correct? and how can I give more importance to csv file (like 60% weightage to image data and 40% to csv file).
And again how CNN would work with that CSV file data as CNN is preferred on Image Data?
machine-learning python deep-learning keras cnn
machine-learning python deep-learning keras cnn
asked 10 mins ago
SociopathSociopath
236210
asked 10 mins ago
SociopathSociopath
236210
asked 10 mins ago
SociopathSociopath
236210
asked 10 mins ago
SociopathSociopath
236210
asked 10 mins ago
SociopathSociopath
236210
236210
add a comment |
add a comment |
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