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

configs/cycle7_batch.yaml

@@ -1,16 +1,16 @@
 batch:
-  root_dir: /media/jetson/DATA/.Codes/VIDEOS/cycle7/kandang-atas
+  root_dir: ../VIDEOS/cycle7/kandang-atas
   camera_glob: "kandang_*_camera_{num}_*.mp4"
   output_subdir: output
   compress_max_mb: 200
   delete_intermediate: false
   checkpoint_every_n_frames: 3000
   location: kandang-atas
-  db_path: /media/jetson/DATA/.Codes/chicken-counting-sukawarna-det/db/chicken_counts.db
+  db_path: db/chicken_counts.db
 
 defaults:
   detection:
-    model_path: /media/jetson/DATA/.Codes/chicken-counting-sukawarna-det/models/chicken-detection-model-v26n-300e-best-2026-05-02-NEW.engine
+    model_path: models/chicken-detection-model-v26n-300e-best-2026-05-02-NEW.onnx  #pt = accuracy, onnx = speed
     classes: [0]
     ignored_classes: [1, 2]
     conf: 0.35
@@ -19,15 +19,18 @@ defaults:
     device: "0"
     min_box_area_px: 3000
     validate_while_inside: true
+    # Dedupe off by default; enabled only on CC2/CC3 (see cameras below).
+    dedupe_radius_px: 0
+    dedupe_frames: 12
   detection_zone:
     enabled: true
     buffer_above_px: 250
     buffer_below_px: 250
     show_in_overlay: true
   tracker:
-    tracker_config_path: /media/jetson/DATA/.Codes/chicken-counting-sukawarna-det/configs/trackers/botsort_chicken.yaml
+    tracker_config_path: configs/trackers/botsort_chicken.yaml
     persist: true
-    track_buffer: 75
+    track_buffer: 90
   gate:
     mode: two_line
     lines_y: [420, 730]
@@ -97,6 +100,10 @@ cameras:
   CC2:
     camera_num: 2
     count_anchor: [900, 120]
+    detection:
+      # ~5% double-count from ID flips; tight radius only.
+      dedupe_radius_px: 24
+      dedupe_frames: 12
     roi:
       points:
         - [20, 380]
@@ -106,6 +113,9 @@ cameras:
   CC3:
     camera_num: 3
     count_anchor: [900, 120]
+    detection:
+      dedupe_radius_px: 24
+      dedupe_frames: 12
     roi:
       points:
         - [20, 330]