I use the deeptrack library (that also uses tensorflow) to train a model dealing with cell counting using UNet. This is the code defines the UNet model using deeptrack (dt) library: And this is the summary of the model I trained: And when I try to make a prediction with the model I trained, with a 256X256 image (both color