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Pavement Condition Index (PCI Detector) Using Deep Learning. Model tested till now MaskRCNN, Retinanet, SSDInception

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AnugunjNaman/PCI-Detector

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PCI-Detector

Result of MaskRCNN

Outside IIITG Random Street

Download Road Damage Dataset

Please pay attention to the disk capacity when downloading.

Download MaskRCNN and OtherModels

  • MaskRCNN Install it along with tensorflow 1.13 and Keras 2.2.0
  • SSD Inception MobileNet. Reducing Disparity in Images Count. Still Not Enough but can be test for on device app development

TODO

  1. App Development
  2. Retraining with More Potholes
  3. Improving Inference Capabilities by more fine-tuning parameters

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Pavement Condition Index (PCI Detector) Using Deep Learning. Model tested till now MaskRCNN, Retinanet, SSDInception

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