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| Symptom | Likely Cause | Fix | |---------|--------------|-----| | | Firmware outdated or router on 2.4 GHz only. | Update to latest 15AVI firmware; switch router to 5 GHz. | | Depth map is noisy | Ambient IR interference (e.g., sunlight). | Use a neutral‑density IR filter or shade the device. | | Battery drains in <4 hrs | Power‑saving mode disabled. | Settings → Power → Enable Eco‑Vision or Sleep‑On‑Idle . | | Companion app crashes | Corrupt driver installation (Windows). | Uninstall the driver, reboot, reinstall from the official site. | | AI inference lag >100 ms | Running a custom model > 8 MB. | Quantize the model to INT8 ; limit to ≤ 4 classes. | | Symptom | Likely Cause | Fix |