Comparison of synthetic data and field data velocity distribution. The blue and yellow lines describe the velocity distribution based on the test and training sets from the Marmousi model, respectively. The green and red lines describe the velocity distribution based on the manually picked velocities and the training set velocities from field data, respectively.