diff --git a/coco-80.txt b/coco-80.txt
new file mode 100644
index 0000000..79fff17
--- /dev/null
+++ b/coco-80.txt
@@ -0,0 +1,91 @@
+0  person
+1  bicycle
+2  car
+3  motorcycle
+4  airplane
+5  bus
+6  train
+7  car
+8  boat
+9  traffic light
+10  fire hydrant
+11  street sign
+12  stop sign
+13  parking meter
+14  bench
+15  bird
+16  cat
+17  dog
+18  horse
+19  sheep
+20  cow
+21  elephant
+22  bear
+23  zebra
+24  giraffe
+25  hat
+26  backpack
+27  umbrella
+28  shoe
+29  eye glasses
+30  handbag
+31  tie
+32  suitcase
+33  frisbee
+34  skis
+35  snowboard
+36  sports ball
+37  kite
+38  baseball bat
+39  baseball glove
+40  skateboard
+41  surfboard
+42  tennis racket
+43  bottle
+44  plate
+45  wine glass
+46  cup
+47  fork
+48  knife
+49  spoon
+50  bowl
+51  banana
+52  apple
+53  sandwich
+54  orange
+55  broccoli
+56  carrot
+57  hot dog
+58  pizza
+59  donut
+60  cake
+61  chair
+62  couch
+63  potted plant
+64  bed
+65  mirror
+66  dining table
+67  window
+68  desk
+69  toilet
+70  door
+71  tv
+72  laptop
+73  mouse
+74  remote
+75  keyboard
+76  cell phone
+77  microwave
+78  oven
+79  toaster
+80  sink
+81  refrigerator
+82  blender
+83  book
+84  clock
+85  vase
+86  scissors
+87  teddy bear
+88  hair drier
+89  toothbrush
+90  hair brush
\ No newline at end of file
diff --git a/hosts/home/configuration.nix b/hosts/home/configuration.nix
index 61ca7cd..a33fa18 100644
--- a/hosts/home/configuration.nix
+++ b/hosts/home/configuration.nix
@@ -5,7 +5,9 @@
   nixpkgs,
   ...
 }:
-
+let
+  lib = pkgs.lib;
+in
 {
   imports = [
     ./hardware-configuration.nix
@@ -63,6 +65,10 @@
 
   networking.hostName = "arcueid"; # Define your hostname.
   networking.networkmanager.enable = true;
+  networking.firewall.allowedTCPPorts = [
+    80
+    5000
+  ];
   nix = {
     settings = {
       auto-optimise-store = true;
@@ -142,6 +148,9 @@
   systemd.tmpfiles.rules = [
     "L+    /opt/rocm/hip   -    -    -     -    ${pkgs.rocmPackages.clr}"
   ];
+
+  systemd.services.frigate.path = lib.mkBefore [ pkgs.ffmpeg-full ];
+
   services = {
     udev.packages = with pkgs; [
       vial
@@ -159,7 +168,9 @@
       layout = "us";
       variant = "altgr-intl";
     };
-    xserver.videoDrivers = [ "amdgpu" ];
+    xserver.videoDrivers = [
+      "amdgpu"
+    ];
     blueman.enable = true;
     printing.enable = true;
     avahi = {
@@ -174,21 +185,64 @@
       pulse.enable = true;
     };
 
+    ollama = {
+      enable = true;
+      host = "0.0.0.0";
+      openFirewall = true;
+      package = pkgs.ollama-rocm;
+      syncModels = true;
+      loadModels = [
+        "gemma3:4b"
+        "mistral"
+      ];
+    };
+
     frigate = {
       enable = true;
       hostname = "arcueid.int.m0rel.eu";
+      vaapiDriver = "radeonsi";
       settings = {
+        genai = {
+          provider = "ollama";
+          base_url = "http://localhost:11434";
+          model = "gemma3:4b";
+        };
         mqtt = {
           enabled = true;
           host = "mqtt.int.m0rel.eu";
           user = "frigate";
           password = "pouet";
         };
-        ffmpeg.hwaccel_args = "preset-vaapi";
+        ffmpeg = {
+          hwaccel_args = "preset-vaapi";
+          input_args = "preset-rtsp-restream-low-latency";
+          path = pkgs.ffmpeg-full;
+        };
+        # ui.live_mode = "webrtc";
         auth.enabled = false;
         proxy.default_role = "admin";
+        # detectors = {
+        #   ov_0 = {
+        #     type = "openvino";
+        #     device = "GPU";
+        #   };
+        #   ov_1 = {
+        #     type = "openvino";
+        #     device = "NPU";
+        #   };
+        #   # onnx.type = "onnx";
+        # };
+        # model = {
+        #   model_type = "yolo-generic";
+        #   width = 640;
+        #   height = 640;
+        #   input_tensor = "nchw";
+        #   input_dtype = "float";
+        #   path = ../../yolox_m.onnx;
+        #   labelmap_path = ../../coco-80.txt;
+        # };
         detect.enabled = true;
-        detect.fps = 5;
+        detect.fps = 2;
         objects.track = [
           "person"
           "car"
@@ -197,7 +251,7 @@
           "dog"
         ];
         audio = {
-          enabled = true;
+          enabled = false;
           max_not_heard = 10;
           min_volume = 500;
           listen = [
@@ -207,36 +261,26 @@
             "speech"
             "yell"
           ];
-          # filters.speech.threshold = 0.8;
+          filters.speech.threshold = 0.8;
         };
         motion = {
           enabled = true;
-          # mask = [
-          #   "0.316"
-          #   "0.037"
-          #   "0.317"
-          #   "0.012"
-          #   "0.035"
-          #   "0.01"
-          #   "0.033"
-          #   "0.035"
-          # ];
         };
         semantic_search.enabled = true;
         semantic_search.model_size = "small";
         review.detections.enabled = true;
         record.enabled = true;
-        record.retain.days = 2;
+        # record.retain.days = 2;
         record.preview.quality = "medium";
         face_recognition.enabled = true;
         face_recognition.model_size = "small";
         lpr.enabled = true;
-        # audio_transcription = {
-        #   enabled = true;
-        #   device = "CPU";
-        #   model_size = "small";
-        #   language = "fr";
-        # };
+        audio_transcription = {
+          enabled = false;
+          device = "CPU";
+          model_size = "small";
+          language = "fr";
+        };
         classification = {
           bird.enabled = true;
           custom = {
@@ -286,36 +330,17 @@
             user = "admin";
             password = "admin";
           };
-          # zones = {
-          #   cour = {
-          #     coordinates = [
-          #       "0.001"
-          #       "0.492"
-          #       "0.001"
-          #       "0.043"
-          #       "0.893"
-          #       "0.054"
-          #       "0.888"
-          #       "0.5"
-          #     ];
-          #     loitering_time = 0;
-          #     friendly_name = "Cour";
-          #   };
-          #   entree = {
-          #     coordinates = [
-          #       "0.001"
-          #       "0.5"
-          #       "0.001"
-          #       "0.997"
-          #       "0.996"
-          #       "0.991"
-          #       "0.997"
-          #       "0.513"
-          #     ];
-          #     loitering_time = 0;
-          #     friendly_name = "Entrée";
-          #   };
-          # };
+          motion.mask = [
+            "0.316,0.037,0.317,0.012,0.035,0.01,0.033,0.035"
+          ];
+          zones = {
+            cour = {
+              coordinates = "0.001,0.492,0.001,0.043,0.893,0.054,0.888,0.5";
+            };
+            entree = {
+              coordinates = "0.001,0.5,0.001,0.997,0.996,0.991,0.997,0.513";
+            };
+          };
         };
       };
     };
diff --git a/yolox_m.onnx b/yolox_m.onnx
new file mode 100644
index 0000000..f9e1c5f
Binary files /dev/null and b/yolox_m.onnx differ