[ \mathcalL = \lambda_\textR \underbraceD_\textVMAF(x,\hatx)\textPerceptual distortion + \lambda\textB \underbrace\mathbbE!\big[-\log_2 P(\mathbfz)\big]_\textRate (bits) ]
Hyper‑parameters: (\lambda_R = 0.85), (\lambda_B = 0.15). snis896mp4
| Action | Path (Web UI) | Shortcut | |--------|--------------|----------| | Change admin password | Settings → System → Account | N/A | | Set static IP | Settings → Network → TCP/IP | N/A | | Enable motion detection | Events → Motion Detection | N/A | | Format SD card | Storage → Micro‑SD → Format | N/A | | Firmware upgrade | System → Firmware → Upgrade | N/A | | Reset to factory defaults | Settings → System → Reset | Hold reset button 10 s | | View RTSP URL | Network → Advanced → RTSP | N/A | Hyper‑parameters: (\lambda_R = 0
| Connection | Steps | |------------|-------| | PoE | Plug an Ethernet cable from the camera’s RJ45 port directly into a PoE‑enabled switch or injector. Power and data travel on the same cable. | | DC Power (if not PoE) | Connect the 12 V DC barrel jack to the supplied power adapter, then plug the adapter into a wall outlet. | | Network | If you need a dedicated LAN, connect the Ethernet cable to a non‑PoE port on your router/switch (you’ll still need a separate power source). | | Connection | Steps | |------------|-------| | PoE
| Week | Milestone | |------|-----------| | 1 | Set up file upload pipeline, integrate FFmpeg for basic trim & format conversion. | | 2 | Implement scene detection + basic ranking (motion intensity). | | 3 | Add Whisper auto‑caption generation and simple UI for preview/acceptance. | | 4 | One‑click export presets for Instagram Reels & YouTube Shorts, plus a minimal analytics log. |