Camera-based Automated Monitoring of Flying Insects

Camfi is a method for the long-term non-invasive monitoring of the activity and abundance of low-flying insects using inexpensive wildlife cameras. It provides utilities for measuring the wingbeat frequency of insects in still images, based on the motion blurs drawn on the image sensor by the insect moving through the air. For large-scale monitoring projects, camfi enables automatic annotation of flying insects using the Mask R-CNN framework.

Please see the docs for installation and usage instructions.