Rami Al-ouran

Training boost: a new image representation for enhanced edge detection in neural networks

OL-RGB is an input representation that amplifies inter-region contrast without extra sensors, extra annotation, or any change to the network, and is on par with recent transformer-based detectors that need one to two orders of magnitude more inference parameters, although it remains below the strongest diffusion-based...