# Portable DeepFace Weights Implementation Plan

> **For Claude:** REQUIRED SUB-SKILL: Use superpowers:executing-plans to implement this plan task-by-task.

**Goal:** Make the native RTSP bundle reuse bundled DeepFace weights from any unpack location without extra downloads.

**Architecture:** Remove the custom `DEEPFACE_HOME` override from the native runtime path. Before setup and launch, copy the bundled DeepFace weight files from `weights/deepface/` into the current user's default `~/.deepface/weights/` directory so DeepFace resolves them through its own standard path logic.

**Tech Stack:** Bash, DeepFace, native Python virtual environment, offline wheelhouse bundle

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### Task 1: Fix native setup and launcher paths

**Files:**
- Modify: `run_rtsp.sh`
- Modify: `setup_native_venv.sh`
- Modify: `README_NATIVE.md`

**Step 1: Update `run_rtsp.sh`**

Remove the `DEEPFACE_HOME` override. Create `"$HOME/.deepface/weights"` and copy bundled `.h5` files from `"$PROJECT_ROOT/weights/deepface"` into that directory before starting the Python process.

**Step 2: Update `setup_native_venv.sh`**

After dependency installation, create `"$HOME/.deepface/weights"` and copy bundled `.h5` files into it so the environment is ready before the first run.

**Step 3: Update native documentation**

Explain that bundled weights are staged into `~/.deepface/weights` automatically and that the project path itself can move without breaking the weight lookup.

### Task 2: Sync and verify on the Ubuntu target

**Files:**
- Modify: remote copies of the files above under `/home/x/people/people_flow_project`

**Step 1: Sync the changed files to `192.168.5.154`**

Copy the updated launcher, setup script, and documentation.

**Step 2: Stage bundled weights into the target user's home directory**

Run the updated setup logic or equivalent copy command and verify `~/.deepface/weights` contains the expected `.h5` files.

**Step 3: Restart RTSP and inspect logs**

Restart the RTSP job and confirm the log no longer shows downloads from `deepface_models/releases`.

**Step 4: Commit**

Skip commit unless explicitly requested by the user.