Train ResNet on BMP images

Hi there ,

I know ResNet CNNs required RGB images, for example ResNet50 used [224 224 3] for training and testing but is ther anyway I can use it with BMP images [28 28 1]?

Answer 1

[Vishal Bhutani]

As mentioned ResNet50 require an input image of size 224x224x3. So either you an input image of same size[224x224x3] or create an architecture similar to ResNet which accepts an input image of size 28x28x1 by changing size of input layer.

Hope it helps.