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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