TTMRonald / AerialCrackDetection

Use Keras to detect the pavement cracks in aerial images.
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AerialCrackDetection_Keras

AerialCrackDetection_Keras is a project about object detection from aerial imagery using pavament crack data. The project uses the open source software library Keras and Tensorflow, with a ZF or VGG16 or ZF or VGG16 or GoogleNet or ResNet50 or ResNet101 neuronal networks. AerialCrackDetection_Keras is based on Faster RCNN.

    PS: The project is only the original version, the improved version is not open.

First part : Collecting data

Second part : Installing and Configuration

Third part : Training with Keras

Fourth part : Testing with Keras