Data dimension problem

[niubifuwei]

In the CNN model, the data is reshaped into (TrainX.shape[0], trainX.shape[1],1). How to understand this place, what does the 1 in the third dimension represent?

[vinayakumarr]

Here, the data is converted into 3 dimension (tensor format)