in a neural network, a head is the last task-specific part of a model
shared hidden representation -> head -> specific output
object hidden vector
ββ class head β "car"
ββ box head β [x, y, w, h]
ββ depth head β 12.4 meters
often just a small linear layer or a tiny separate neural network to convert