ML Application · Jupyter Notebook
ScarecrowAI
tired of sparrows consuming your hen's grains? tired of starlings pillaging your tree fruits? well no more! For a measle Raspberry Pi, a camera and a diffuser, Scarecrow AI will scare anything it can see. Buy now! Only 399! (batteries not included)
What it is
The repository provides an end-to-end bird deterrent system that trains a MobileNetV3 classifier for bird detection and runs inference on a webcam feed to trigger a raptor call via audio playback. It includes a training notebook and C++ inference code integrating OpenCV DNN, sliding window smoothing, and cooldown logic.
Where it counts
- Machine Learning80%
- Computer Vision60%
- Data Science20%
- MLOps10%
How much of the project is about each field, as scoring counts it. It ranks in the field it is most about.
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