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  1. Damage_Detection_MaskRCNN Damage_Detection_MaskRCNN Public

    This repository focuses on the automation of blade inspection, using different Computer Vision (CV) approaches and methods to detect damage on the wind turbine blades.

    Python 31 6

  2. XMLtoJson_Mask_RCNN XMLtoJson_Mask_RCNN Public

    Annotation builder to use segmentation in Mask_RCNN, even if your annotations are rectangular instead of polygon.

    Python 15 4

  3. Object_Detection_Yolov3 Object_Detection_Yolov3 Public

    Object detection using Yolo v3 to detect damage on wind turbine blade in RT. Computer Vision project using a drone with a go pro camera.

    Python 11

  4. Tiles_for_classification Tiles_for_classification Public

    Preparation of the dataset before the training, tiling the images, the images have been annotated with labelimg so we have an XML file for each image.

    Python 4

  5. image_classification image_classification Public

    Image classification task, base and transfer learning models.

    Jupyter Notebook 2

  6. Time-Series Time-Series Public

    Time series forecasting using lstm and sarima models.

    Jupyter Notebook 3