feat: add engine auto-recompilation, mortality detection, multi-execution batching, and dashboard updates

- Add engine_utils for TensorRT compatibility verification, auto-recompilation from .pt models, and YAML auto-updates
- Add mortality detection pipeline (mortality.py, test_run_mortality.sh, mortality_config.yaml)
- Add multi-execution batch modes (parallel_processes, tensor_batching, hybrid) in batch_runner.py
- Add daily test run automation scripts and video processing runners
- Add dashboard REST API, live stream endpoints, and web UI templates
- Clean up git tracking by ignoring __pycache__, .pyc, and build artifacts

start_dashboard.sh

@@ -0,0 +1,42 @@
+#!/bin/bash
+# Portable dashboard launcher — resolves all paths relative to this script's directory.
+# Works regardless of where the project folder is located or its name.
+set -euo pipefail
+
+SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
+export PYTHONPATH="$SCRIPT_DIR/src"
+
+# Use project-local venv if available, otherwise fall back to system python3
+if [ -f "$SCRIPT_DIR/venv/bin/python" ]; then
+    PYTHON="$SCRIPT_DIR/venv/bin/python"
+else
+    PYTHON="python3"
+fi
+
+DB_PATH="${DB_PATH:-$SCRIPT_DIR/db/chicken_counts.db}"
+PORT="${PORT:-8080}"
+DATE_ARG="${DATE_ARG:-}"
+
+CMD=("$PYTHON" "$SCRIPT_DIR/dashboard.py" --port "$PORT" --db "$DB_PATH")
+
+# Auto-discover mortality directories (any folder containing mortality_report.json)
+# Override with MORTALITY_DIRS="dir1,dir2" env variable or let it auto-discover
+if [ -n "${MORTALITY_DIRS:-}" ]; then
+    IFS=',' read -ra MDIRS <<< "$MORTALITY_DIRS"
+    for mdir in "${MDIRS[@]}"; do
+        CMD+=(--mortality-dir "$mdir")
+    done
+else
+    # Default: check adjacent VIDEOS folder for any mortality subdirectory
+    DEFAULT_MORTALITY="$SCRIPT_DIR/../VIDEOS/cycle7/kandang-atas/mortality"
+    if [ -d "$DEFAULT_MORTALITY" ]; then
+        CMD+=(--mortality-dir "$(realpath "$DEFAULT_MORTALITY")")
+    fi
+fi
+
+if [ -n "$DATE_ARG" ]; then
+    CMD+=(--date "$DATE_ARG")
+fi
+
+echo "[dashboard] Starting at http://0.0.0.0:${PORT}  db=${DB_PATH}"
+exec "${CMD[@]}"