Repository for the implementation of classification of construction site equipment by using CNNs fed by scalograms.
The proposed model is based on a TensorFlow implementation of a customized version of AlexNet. The work has been proposed in [1].
[1] Michele Scarpiniti, Raffaele Parisi, Yong-Cheol Lee. "A Scalogram-based CNN approach for Audio Classification in Construction Sites". Applied Sciences, Vol. 14, N. 1, Paper 90, pp. 1-17, January 2024. DOI: 10.3390/app14010090