Tensor is nd arrays.
rank 2 tensor can store black and white image
rank 3 tensor can store RGB image
ReLU stands for rectified linear unit, and is a type of activation function.
You need to try. Normally start wuth 32, then 64, then 128. Monitor the loss and accuracy of the model