CODEWITHSUNDEEP
pythonmachine-learningkerasconv-neural-networkshapes
Manpreet kaur
Manpreet kaur

Reputation: 3

ValueError in input to CNN

making a model for image segmentation using keras in python but getting error at first layer which is Conv2D. In code this line is as: 

model.add(Conv2D(32,kernel_size=(3, 3),padding='same',input_shape=(1,500,366,3)))

but getting following error: 

ValueError: Input 0 is incompatible with layer conv2d_1: expected ndim=4, found ndim=5

I am making this model initially for one image.

Upvotes: 0

Views: 96

Answers (1)

Ioannis Nasios
Ioannis Nasios

Reputation: 8527

try removing your first dimension like this:

model.add(Conv2D(32,kernel_size=(3, 3),padding='same',input_shape=(500,366,3)))

Upvotes: 1

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