"Tired of waking up to an annoying buzz in the dark, turning on the lights, and finding nothing?"

Stop searching aimlessly on walls and ceilings in the middle of the night. Let AI vision lend you a hand. VectorHunter is a smart assistive utility that combines smartphone camera optics with hybrid on-device and cloud AI to help you monitor subtle pest movements.

-. Key Technology & Features

1. Edge-Cloud Hybrid AI Engine

Fast On-Device Screening: Lightweight on-device AI (TFLite) scans camera frames in real time to rapidly catch the contours of moving targets.

Cloud Cross-Verification: When high-precision analysis is needed, cloud AI (Gemini) cross-verifies frame data to reduce false alarms and assist detection.

2. Smart Tremor & Motion Noise Reduction

Built-in GyroTremorSensor and KinematicsFilter algorithms minimize false triggers caused by hand tremors, shifting blankets, or moving curtains during handheld use.

3. Low-Light Optical Preprocessing

Optimized using Android CameraX and OpenCV pipelines to maintain frame rates and visual analysis performance even under dim indoor lighting conditions.

4. Robust Security & Stability

Powered by Firebase integrations, real-time stability tracking with Crashlytics, and App Check integrity validation to ensure a secure and reliable user experience.

-. When to Use VectorHunter
Bedtime Room Scan: When searching manually in the dark is frustrating, use your smartphone screen for visual assistance.

Quiet Nursery Monitoring: Silently activate the camera radar without waking up your sleeping child.

Real-Time Vision Testing: Experience the motion detection performance of cutting-edge edge and cloud vision AI firsthand.

-. Quick Guide for Best Performance
Scanning: Hold your device and slowly pan the camera across plain backgrounds such as walls or ceilings.

Stationary Detection: Mounting your phone on a stand or flat surface facing the target area provides the most stable frame analysis.

-. Please Read Before Use (Developer's Notice)
Assistive Utility Notice: This app is a monitoring helper software designed to assist visual detection, not a physical pest exterminator or official pest control device.

Environmental Factors: Performance may naturally vary depending on room lighting (pitch-black darkness or heavy backlighting), camera hardware specs, and target distance.

Potential False Alarms: Due to the nature of computer vision motion tracking, temporary triggers may occur from reflections or tiny fast-moving objects. Please use this as a helpful smart tool to assist your midnight search, rather than a 100% deterministic device.

Don't let subtle movements escape you in the dark—tackle midnight annoyances smartly with VectorHunter!