Near real-time map building with multi-class image set labelling and classification of road conditions using convolutional neural networks

no code implementations • 27 Jan 2020 • Sheela Ramanna, Cenker Sengoz, Scott Kehler, Dat Pham

The EfficientNet-B4 framework was found to be most suitable to this problem, achieving validation accuracy of 90. 6%, although EfficientNet-B0 achieved an accuracy of 90. 3% with half the execution time.

Transfer Learning