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1. real-time-drowsy-driving-detection real-time-drowsy-driving-detection Public

   The Drowsiness Detection System uses YOLOv8 models to monitor drowsiness in real-time by detecting eye states and yawning. Built with Python and leveraging the GroundingDINO library for bounding bo…

   Jupyter Notebook 39 13

2. green-area-detection-with-drones green-area-detection-with-drones Public

   This project uses U-Net with EfficientNetB3 for semantic segmentation to detect and quantify green areas in high-resolution aerial images. Transfer learning enhances accuracy, processing 6000x4000 …

   Jupyter Notebook 4

3. bird-audio-classification-prosperina bird-audio-classification-prosperina Public

   Using TensorFlow, Keras, & VAEs, we classify bird sounds in Bosque Protector La Prosperina. Leveraging Deep Learing & audio expertise to enhance avian biodiversity understanding.

   Jupyter Notebook 1

4. ciifen-pluviogram-digitizer ciifen-pluviogram-digitizer Public

   The system uses a Python-based algorithm to digitize precipitation time series with high precision, providing data in hourly and instantaneous resolutions (every ten minutes). With a cloud-based de…

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5. crud-sqlserver-library crud-sqlserver-library Public

   This project is a comprehensive CRUD (Create, Read, Update, Delete) application developed in Python using the powerful PYQT5 library for building graphical user interfaces (GUIs).

   Python

6. roof-mapping-from-aerial-imagery roof-mapping-from-aerial-imagery Public

   Roof Segmentation from Aerial Imagery is a proprietary system that detects building rooftops from aerial images and DSMs, combining classical image processing with Meta AI’s SAM via samgeo to gener…

   Python