AI-Powered Leopard Alert System Uses ESP32
A DIY project demonstrates an AI-powered leopard alert system using a YOLOv5/v8 model and an ESP32 microcontroller to detect leopards in real time. The system trains on custom datasets (70/20/10 split), uses a 0.7 confidence threshold, supports IR night vision, and triggers buzzer, LED, mobile, or cloud notifications. It runs on edge or cloud and offers low-cost, scalable deployment for forests and villages.
Scoring Rationale
Practical, actionable tutorial with clear code and hardware steps; limited novelty and single-source credibility concerns.
Practice interview problems based on real data
1,500+ SQL & Python problems across 15 industry datasets — the exact type of data you work with.
Try 250 free problems


