Pothole detection in bituminous road using convolutional neural network with transfer learning
Mukesh Kumar Tripathi,
Donagapure Baswaraj,
Shyam Deshmukh
et al.
Abstract:<p>The challenges of road maintenance, particularly in detecting potholes and cracks, and the proposed method using transfer learning and convolutional neural networks (CNNs) are significant advancements in this domain. Transfer learning is particularly beneficial, as it allows leverage pre-trained models to enhance the performance of the pothole detection system. CNNs, with their ability to capture spatial hierarchies in data, are well-suited for image-based tasks like pothole detection. The potential a… Show more
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