crrystalz / NUDUDI

🚜 Non-Uniformity Detection Using Drone Imagery (NUDUDI) encompasses several tools that can be used to detect anomalys in an image or several images over a period of time.

🚜 NUDUDI

⚠️ VERCEL DEPLOYMENT IS CURRENTLY INACTIVE

Non-Uniformity Detection Using Drone Imagery (NUDUDI) encompasses several tools that can be used to detect anomalies in an image or several images over a period of time.

Jupyter Notebook // Python // CSS

Approaches

Ordered from most recent to oldest.

• YOLOv8 (ultralytics/ultralytics)
• SAM (facebookresearch/segment-anything)
• Superpixel Based (Using the SLIC algorithm)
• Grid Based (Segmenting the image into a uniform grid)

Google Colabs

.ipynb files of the following Colabs may be found in the repo but they are not necessarily updated with the most recent code.

• https://colab.research.google.com/drive/1BZ7nN85NcJ3HBbRY30dDQG93gxvJ2KeZ?usp=sharing

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