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## INTRA-HOUR SOLAR IRRADIANCE ESTIMATION USING INFRARED SKY IMAGES AND MOBILENETV2-BASED CNN REGRESSION | ||
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## Code Organization | ||
All codes are written in python. | ||
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* `main.ipynb` Trains the model. Consists of Data Loaders, Model, Training and Evaluation cells. Uses the scrips stored in the `.scripts/` folder | ||
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* `prepareDs.ipynb` Prepares the dataset in a trainable format. | ||
### .scripts/ | ||
* `saveResults.py` Calculates loss, Creates results folder for particular training based on hyperparameters and time, Saves the results and diagrams. | ||
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* `imagetoTensor.py` converts image to pytorch tensor for testing purposes. | ||
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* `saveThermalImage.py` converts grayscale infrared image to thermal image using colormap. Used for the menuscript. | ||
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### .results/ | ||
The output best_model, results and diagrams are stored here. | ||
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