According to the paper and implementation the weights in the offset layer are initialised to 0 so the shift in x,y is 0 and modulation is 0.5. Doesnt it make more sense to initialise the modulation to 1 so we can use deformConv as a drop in replacement in any cnn without disturbing its performance.
According to eq 1) in paper it seems like that would make most sense
According to the paper and implementation the weights in the offset layer are initialised to 0 so the shift in x,y is 0 and modulation is 0.5. Doesnt it make more sense to initialise the modulation to 1 so we can use deformConv as a drop in replacement in any cnn without disturbing its performance.
According to eq 1) in paper it seems like that would make most sense