README.md

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Place the sort.py in the same folder as PanelImages

Folder structure

Solar_Panel_Soiling_Image_dataset
-Clean
-PanelImages
-- 0.1
-- 0.2
-- ...
-- 1.0
-Unclean
-Clean.txt
-sort.py
-Sort Clean and Unclean.py

Run the below code for Sorting according to losses (This copies the files)

pip install progressbar

and then

python sort.py

For Clean and Unclean Sort (This moves the files)

pip install tqdm

python "Sort Clean and Unclean.py"

Citations

S. Mehta, A. P. Azad, S. A. Chemmengath, V. Raykar and S. Kalyanaraman, DeepSolarEye: Power Loss Prediction and Weakly Supervised Soiling Localization via Fully Convolutional Networks for Solar Panels,2018 IEEE Winter Conference on Applications of Computer Vision (WACV), Lake Tahoe, NV, 2018, pp. 333-342.

Dataset