TINYCD: A (Not So) Deep Learning Model For Change Detection

2 code implementations • 26 Jul 2022 • Andrea Codegoni, Gabriele Lombardi, Alessandro Ferrari

Despite being from 13 to 140 times smaller than the compared change detection models, and exposing at least a third of the computational complexity, our model outperforms the current state-of-the-art models by at least $1\%$ on both F1 score and IoU on the LEVIR-CD dataset, and more than $8\%$ on the WHU-CD dataset.

Building change detection for remote sensing images Change Detection +1