The Burmese python has been wreaking havoc across the Florida Everglades as it slithers its way north into new territory.

The study introduces a Python-based method for real-time object detection, utilizing deep learning architectures like Convolutional Neural Networks (CNNs) and Single Shot MultiBox Detector (SSD).

Pre-written Python examples in the Halo repository demonstrate object detection, counting, and zone-based tracking, which can be customized for specific use cases.

Python scripts performing object detection using the YOLOv9 MIT model in ONNX. Caution I skipped adding the pad to the input image when resizing, which might affect the accuracy of the model if the ...

Its seamless integration with popular OCR and object detection frameworks allows users to experiment with other models and frameworks effortlessly. Additionally, it’s designed to be user-friendly.