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7. Limitations & Future Work

| Limitation | Proposed Remedy | |------------|-----------------| | No built‑in face recognition (only detection) | Integrate FaceIDMP4 (a lightweight embedding extractor) in a future release. | | Limited to H.264/HEVC | Extend FaceMP4 to AV1 and VP9 to support newer codecs. | | UI lacks multi‑camera layout | Add a Qt‑based tiled view and dynamic layout manager. | | CPU fallback performance | Investigate TensorRT‑Lite for accelerated CPU inference. | kaamuk shweta cam show wid facemp4 install

2. Prerequisites

| OS | Packages / Tools you need | |----|----------------------------| | Windows | • Python 3.10 – 3.12 (official installer) • Visual C++ Redistributable (installed automatically by the Python installer) • Optional: ffmpeg (for custom codec tweaks – can be omitted because the wheel bundles it) | | macOS | • Homebrew (/bin/bash -c "$(curl -fsSL https://raw.githubusercontent.com/Homebrew/install/HEAD/install.sh)") • Python (brew install python) • ffmpeg (brew install ffmpeg) | | Linux (Ubuntu/Debian) | bash sudo apt update && sudo apt install -y python3-pip python3-venv ffmpeg v4l-utils | | Linux (Fedora/Red Hat) | bash sudo dnf install -y python3-pip python3-virtualenv ffmpeg v4l-utils | | Raspberry Pi (32‑/64‑bit) | Same as Debian, but also ensure the camera interface is enabled (sudo raspi-config). | While the specific phrase "kaamuk shweta cam show

9. Common Troubleshooting Checklist

| Symptom | Likely cause | Fix | |---------|--------------|-----| | No video, black screen | Camera driver not loaded / wrong device ID. | Re‑install driver, check Device Manager, select correct ID. | | Audio missing | Camera’s mic disabled or driver lacks audio support. | In FaceMP4 Settings → “Audio Source”, pick the correct mic or enable it in the driver’s control panel. | | Application crashes on start | Missing VC++ redistributable or outdated OS. | Install latest Microsoft Visual C++ 2015‑2022 runtime, update Windows. | | High CPU usage | Software decoding instead of GPU. | Enable hardware acceleration, lower resolution/FPS. | | Laggy network stream (RTSP) | Bandwidth limitation, router QoS, or wrong port. | Use a wired Ethernet connection, open port 554 on router, reduce bitrate. | | Recording stops after a few minutes | Disk space runs out or power‑saving setting puts camera to sleep. | Increase disk capacity, disable Windows “Turn off hard disk after …” and camera’s “Power Save” mode. | | | Limited to H

Kaamuk Shweta CAM Show with FaceMP4: Design, Implementation, and Installation Guide

Technical Paper – April 2026