Roshan Umate

Interpreting deep learning models for explainable animal detection using Grad-Cam with RetinaNet, SSD and YOLOv8

In rural and forest-bordering areas, human-wildlife conflict has escalated, resulting in substantial crop damage, property loss, and human mortality. Conventional mitigating solutions such as fencing, manual surveillance, and local alarms, have limited coverage, time taking and high operating costs. Automated real-time...