Merge 4bc7462012 into 213a1fbd00

docker/main/rootfs/usr/local/nginx/conf/nginx.conf

@@ -320,6 +320,12 @@ http {
                 add_header Cache-Control "public";
             }
 
+            location /fonts/ {
+                access_log off;
+                expires 1y;
+                add_header Cache-Control "public";
+            }
+
             location /locales/ {
                 access_log off;
                 add_header Cache-Control "public";

docs/docs/configuration/genai.md

@@ -70,7 +70,7 @@ You should have at least 8 GB of RAM available (or VRAM if running on GPU) to ru
 genai:
   provider: ollama
   base_url: http://localhost:11434
-  model: llava:7b
+  model: qwen3-vl:4b
 ```
 
 ## Google Gemini

docs/docs/configuration/genai/config.md

@@ -35,19 +35,18 @@ Each model is available in multiple parameter sizes (3b, 4b, 8b, etc.). Larger s
 
 :::tip
 
-If you are trying to use a single model for Frigate and HomeAssistant, it will need to support vision and tools calling. https://github.com/skye-harris/ollama-modelfiles contains optimized model configs for this task.
+If you are trying to use a single model for Frigate and HomeAssistant, it will need to support vision and tools calling. qwen3-VL supports vision and tools simultaneously in Ollama.
 
 :::
 
 The following models are recommended:
 
 | Model             | Notes                                                                |
-| ----------------- | ----------------------------------------------------------- |
+| ----------------- | -------------------------------------------------------------------- |
-| `qwen3-vl`        | Strong visual and situational understanding                 |
+| `qwen3-vl`        | Strong visual and situational understanding, higher vram requirement |
 | `Intern3.5VL`     | Relatively fast with good vision comprehension                       |
 | `gemma3`          | Strong frame-to-frame understanding, slower inference times          |
 | `qwen2.5-vl`      | Fast but capable model with good vision comprehension                |
-| `llava-phi3`      | Lightweight and fast model with vision comprehension        |
 
 :::note
 

frigate/stats/util.py

@@ -362,7 +362,7 @@ def stats_snapshot(
             stats["embeddings"]["review_description_speed"] = round(
                 embeddings_metrics.review_desc_speed.value * 1000, 2
             )
-            stats["embeddings"]["review_descriptions"] = round(
+            stats["embeddings"]["review_description_events_per_second"] = round(
                 embeddings_metrics.review_desc_dps.value, 2
             )
 
@@ -370,7 +370,7 @@ def stats_snapshot(
             stats["embeddings"]["object_description_speed"] = round(
                 embeddings_metrics.object_desc_speed.value * 1000, 2
             )
-            stats["embeddings"]["object_descriptions"] = round(
+            stats["embeddings"]["object_description_events_per_second"] = round(
                 embeddings_metrics.object_desc_dps.value, 2
             )
 
@@ -378,7 +378,7 @@ def stats_snapshot(
             stats["embeddings"][f"{key}_classification_speed"] = round(
                 embeddings_metrics.classification_speeds[key].value * 1000, 2
             )
-            stats["embeddings"][f"{key}_classification"] = round(
+            stats["embeddings"][f"{key}_classification_events_per_second"] = round(
                 embeddings_metrics.classification_cps[key].value, 2
             )
 

web/public/locales/en/views/system.json

@@ -169,6 +169,7 @@
   "enrichments": {
     "title": "Enrichments",
     "infPerSecond": "Inferences Per Second",
+    "averageInf": "Average Inference Time",
     "embeddings": {
       "image_embedding": "Image Embedding",
       "text_embedding": "Text Embedding",
@@ -180,7 +181,13 @@
       "plate_recognition_speed": "Plate Recognition Speed",
       "text_embedding_speed": "Text Embedding Speed",
       "yolov9_plate_detection_speed": "YOLOv9 Plate Detection Speed",
-      "yolov9_plate_detection": "YOLOv9 Plate Detection"
+      "yolov9_plate_detection": "YOLOv9 Plate Detection",
+      "review_description": "Review Description",
+      "review_description_speed": "Review Description Speed",
+      "review_description_events_per_second": "Review Description",
+      "object_description": "Object Description",
+      "object_description_speed": "Object Description Speed",
+      "object_description_events_per_second": "Object Description"
     }
   }
 }

web/src/components/overlay/detail/SearchDetailDialog.tsx

@@ -807,6 +807,15 @@ function ObjectDetailsTab({
     }
   }, [search]);
 
+  const isEventsKey = useCallback((key: unknown): boolean => {
+    const candidate = Array.isArray(key) ? key[0] : key;
+    const EVENTS_KEY_PATTERNS = ["events", "events/search", "events/explore"];
+    return (
+      typeof candidate === "string" &&
+      EVENTS_KEY_PATTERNS.some((p) => candidate.includes(p))
+    );
+  }, []);
+
   const updateDescription = useCallback(() => {
     if (!search) {
       return;
@@ -821,11 +830,7 @@ function ObjectDetailsTab({
           });
         }
         mutate(
-          (key) =>
+          (key) => isEventsKey(key),
-            typeof key === "string" &&
-            (key.includes("events") ||
-              key.includes("events/search") ||
-              key.includes("events/explore")),
           (currentData: SearchResult[][] | SearchResult[] | undefined) =>
             mapSearchResults(currentData, (event) =>
               event.id === search.id
@@ -838,6 +843,7 @@ function ObjectDetailsTab({
             revalidate: false,
           },
         );
+        setSearch({ ...search, data: { ...search.data, description: desc } });
       })
       .catch((error) => {
         const errorMessage =
@@ -854,7 +860,7 @@ function ObjectDetailsTab({
         );
         setDesc(search.data.description);
       });
-  }, [desc, search, mutate, t, mapSearchResults]);
+  }, [desc, search, mutate, t, mapSearchResults, isEventsKey, setSearch]);
 
   const regenerateDescription = useCallback(
     (source: "snapshot" | "thumbnails") => {
@@ -921,11 +927,7 @@ function ObjectDetailsTab({
             });
 
             mutate(
-              (key) =>
+              (key) => isEventsKey(key),
-                typeof key === "string" &&
-                (key.includes("events") ||
-                  key.includes("events/search") ||
-                  key.includes("events/explore")),
               (currentData: SearchResult[][] | SearchResult[] | undefined) =>
                 mapSearchResults(currentData, (event) =>
                   event.id === search.id
@@ -972,7 +974,7 @@ function ObjectDetailsTab({
           );
         });
     },
-    [search, apiHost, mutate, setSearch, t, mapSearchResults],
+    [search, apiHost, mutate, setSearch, t, mapSearchResults, isEventsKey],
   );
 
   // recognized plate
@@ -996,11 +998,7 @@ function ObjectDetailsTab({
             });
 
             mutate(
-              (key) =>
+              (key) => isEventsKey(key),
-                typeof key === "string" &&
-                (key.includes("events") ||
-                  key.includes("events/search") ||
-                  key.includes("events/explore")),
               (currentData: SearchResult[][] | SearchResult[] | undefined) =>
                 mapSearchResults(currentData, (event) =>
                   event.id === search.id
@@ -1047,7 +1045,7 @@ function ObjectDetailsTab({
           );
         });
     },
-    [search, apiHost, mutate, setSearch, t, mapSearchResults],
+    [search, apiHost, mutate, setSearch, t, mapSearchResults, isEventsKey],
   );
 
   // speech transcription
@@ -1103,12 +1101,9 @@ function ObjectDetailsTab({
           });
 
       setState("submitted");
+      setSearch({ ...search, plus_id: "new_upload" });
       mutate(
-        (key) =>
+        (key) => isEventsKey(key),
-          typeof key === "string" &&
-          (key.includes("events") ||
-            key.includes("events/search") ||
-            key.includes("events/explore")),
         (currentData: SearchResult[][] | SearchResult[] | undefined) =>
           mapSearchResults(currentData, (event) =>
             event.id === search.id
@@ -1122,7 +1117,7 @@ function ObjectDetailsTab({
         },
       );
     },
-    [search, mutate, mapSearchResults],
+    [search, mutate, mapSearchResults, setSearch, isEventsKey],
   );
 
   const popoverContainerRef = useRef<HTMLDivElement | null>(null);

web/src/components/overlay/dialog/FrigatePlusDialog.tsx

@@ -6,31 +6,68 @@ import {
   DialogTitle,
 } from "@/components/ui/dialog";
 import { Event } from "@/types/event";
-import { isDesktop, isMobile } from "react-device-detect";
+import { isDesktop, isMobile, isSafari } from "react-device-detect";
-import { ObjectSnapshotTab } from "../detail/SearchDetailDialog";
 import { cn } from "@/lib/utils";
+import { useCallback, useEffect, useState } from "react";
+import axios from "axios";
+import { useTranslation, Trans } from "react-i18next";
+import { Button } from "@/components/ui/button";
+import ActivityIndicator from "@/components/indicators/activity-indicator";
+import { FaCheckCircle } from "react-icons/fa";
+import { Card, CardContent } from "@/components/ui/card";
+import { TransformComponent, TransformWrapper } from "react-zoom-pan-pinch";
+import ImageLoadingIndicator from "@/components/indicators/ImageLoadingIndicator";
+import { baseUrl } from "@/api/baseUrl";
+import { getTranslatedLabel } from "@/utils/i18n";
+import useImageLoaded from "@/hooks/use-image-loaded";
 
-type FrigatePlusDialogProps = {
+export type FrigatePlusDialogProps = {
   upload?: Event;
   dialog?: boolean;
   onClose: () => void;
   onEventUploaded: () => void;
 };
+
 export function FrigatePlusDialog({
   upload,
   dialog = true,
   onClose,
   onEventUploaded,
 }: FrigatePlusDialogProps) {
-  if (!upload) {
+  const { t, i18n } = useTranslation(["components/dialog"]);
-    return;
+
-  }
+  type SubmissionState = "reviewing" | "uploading" | "submitted";
-  if (dialog) {
+  const [state, setState] = useState<SubmissionState>(
+    upload?.plus_id ? "submitted" : "reviewing",
+  );
+  useEffect(() => {
+    setState(upload?.plus_id ? "submitted" : "reviewing");
+  }, [upload?.plus_id]);
+
+  const onSubmitToPlus = useCallback(
+    async (falsePositive: boolean) => {
+      if (!upload) return;
+      falsePositive
+        ? axios.put(`events/${upload.id}/false_positive`)
+        : axios.post(`events/${upload.id}/plus`, { include_annotation: 1 });
+      setState("submitted");
+      onEventUploaded();
+    },
+    [upload, onEventUploaded],
+  );
+
+  const [imgRef, imgLoaded, onImgLoad] = useImageLoaded();
+  const showCard =
+    !!upload &&
+    upload.data.type === "object" &&
+    upload.plus_id !== "not_enabled" &&
+    upload.end_time &&
+    upload.label !== "on_demand";
+
+  if (!dialog || !upload) return null;
+
   return (
-      <Dialog
+    <Dialog open={true} onOpenChange={(open) => (!open ? onClose() : null)}>
-        open={upload != undefined}
-        onOpenChange={(open) => (!open ? onClose() : null)}
-      >
       <DialogContent
         className={cn(
           "scrollbar-container overflow-y-auto",
@@ -45,12 +82,123 @@ export function FrigatePlusDialog({
             Submit this snapshot to Frigate+
           </DialogDescription>
         </DialogHeader>
-          <ObjectSnapshotTab
+
-            search={upload}
+        <div className="relative size-full">
-            onEventUploaded={onEventUploaded}
+          <ImageLoadingIndicator
+            className="absolute inset-0 aspect-video min-h-[60dvh] w-full"
+            imgLoaded={imgLoaded}
           />
+          <div className={imgLoaded ? "visible" : "invisible"}>
+            <TransformWrapper minScale={1.0} wheel={{ smoothStep: 0.005 }}>
+              <div className="flex flex-col space-y-3">
+                <TransformComponent
+                  wrapperStyle={{ width: "100%", height: "100%" }}
+                  contentStyle={{
+                    position: "relative",
+                    width: "100%",
+                    height: "100%",
+                  }}
+                >
+                  {upload.id && (
+                    <div className="relative mx-auto">
+                      <img
+                        ref={imgRef}
+                        className="mx-auto max-h-[60dvh] rounded-lg bg-black object-contain"
+                        src={`${baseUrl}api/events/${upload.id}/snapshot.jpg`}
+                        alt={`${upload.label}`}
+                        loading={isSafari ? "eager" : "lazy"}
+                        onLoad={onImgLoad}
+                      />
+                    </div>
+                  )}
+                </TransformComponent>
+
+                {showCard && (
+                  <Card className="p-1 text-sm md:p-2">
+                    <CardContent className="flex flex-col items-center justify-between gap-3 p-2 md:flex-row">
+                      <div className="flex flex-col space-y-3">
+                        <div className="text-lg leading-none">
+                          {t("explore.plus.submitToPlus.label")}
+                        </div>
+                        <div className="text-sm text-muted-foreground">
+                          {t("explore.plus.submitToPlus.desc")}
+                        </div>
+                      </div>
+                      <div className="flex w-full flex-1 flex-col justify-center gap-2 md:ml-8 md:w-auto md:justify-end">
+                        {state === "reviewing" && (
+                          <>
+                            <div>
+                              {i18n.language === "en" ? (
+                                /^[aeiou]/i.test(upload.label || "") ? (
+                                  <Trans
+                                    ns="components/dialog"
+                                    values={{ label: upload.label }}
+                                  >
+                                    explore.plus.review.question.ask_an
+                                  </Trans>
+                                ) : (
+                                  <Trans
+                                    ns="components/dialog"
+                                    values={{ label: upload.label }}
+                                  >
+                                    explore.plus.review.question.ask_a
+                                  </Trans>
+                                )
+                              ) : (
+                                <Trans
+                                  ns="components/dialog"
+                                  values={{
+                                    untranslatedLabel: upload.label,
+                                    translatedLabel: getTranslatedLabel(
+                                      upload.label,
+                                    ),
+                                  }}
+                                >
+                                  explore.plus.review.question.ask_full
+                                </Trans>
+                              )}
+                            </div>
+                            <div className="flex w-full flex-row gap-2">
+                              <Button
+                                className="flex-1 bg-success"
+                                aria-label={t("button.yes", { ns: "common" })}
+                                onClick={() => {
+                                  setState("uploading");
+                                  onSubmitToPlus(false);
+                                }}
+                              >
+                                {t("button.yes", { ns: "common" })}
+                              </Button>
+                              <Button
+                                className="flex-1 text-white"
+                                aria-label={t("button.no", { ns: "common" })}
+                                variant="destructive"
+                                onClick={() => {
+                                  setState("uploading");
+                                  onSubmitToPlus(true);
+                                }}
+                              >
+                                {t("button.no", { ns: "common" })}
+                              </Button>
+                            </div>
+                          </>
+                        )}
+                        {state === "uploading" && <ActivityIndicator />}
+                        {state === "submitted" && (
+                          <div className="flex flex-row items-center justify-center gap-2">
+                            <FaCheckCircle className="size-4 text-success" />
+                            {t("explore.plus.review.state.submitted")}
+                          </div>
+                        )}
+                      </div>
+                    </CardContent>
+                  </Card>
+                )}
+              </div>
+            </TransformWrapper>
+          </div>
+        </div>
       </DialogContent>
     </Dialog>
   );
-  }
 }

web/src/views/settings/TriggerView.tsx

@@ -198,9 +198,9 @@ export default function TriggerView({
 
             return axios
               .put("config/set", configBody)
-              .then((configResponse) => {
+              .then(async (configResponse) => {
                 if (configResponse.status === 200) {
-                  updateConfig();
+                  await updateConfig();
                   const displayName =
                     friendly_name && friendly_name !== ""
                       ? `${friendly_name} (${name})`
@@ -353,9 +353,9 @@ export default function TriggerView({
 
             return axios
               .put("config/set", configBody)
-              .then((configResponse) => {
+              .then(async (configResponse) => {
                 if (configResponse.status === 200) {
-                  updateConfig();
+                  await updateConfig();
                   const friendly =
                     config?.cameras?.[selectedCamera]?.semantic_search
                       ?.triggers?.[name]?.friendly_name;

web/src/views/system/EnrichmentMetrics.tsx

@@ -67,13 +67,14 @@ export default function EnrichmentMetrics({
 
   // features stats
 
-  const embeddingInferenceTimeSeries = useMemo(() => {
+  const groupedEnrichmentMetrics = useMemo(() => {
     if (!statsHistory) {
       return [];
     }
 
     const series: {
       [key: string]: {
+        rawKey: string;
         name: string;
         metrics: Threshold;
         data: { x: number; y: number }[];
@@ -90,6 +91,7 @@ export default function EnrichmentMetrics({
 
         if (!(key in series)) {
           series[key] = {
+            rawKey,
             name: t("enrichments.embeddings." + rawKey),
             metrics: getThreshold(rawKey),
             data: [],
@@ -99,7 +101,57 @@ export default function EnrichmentMetrics({
         series[key].data.push({ x: statsIdx + 1, y: stat });
       });
     });
-    return Object.values(series);
+
+    // Group series by category (extract base name from raw key)
+    const grouped: {
+      [category: string]: {
+        categoryName: string;
+        speedSeries?: {
+          name: string;
+          metrics: Threshold;
+          data: { x: number; y: number }[];
+        };
+        eventsSeries?: {
+          name: string;
+          metrics: Threshold;
+          data: { x: number; y: number }[];
+        };
+      };
+    } = {};
+
+    Object.values(series).forEach((s) => {
+      // Extract base category name from raw key
+      // All metrics follow the pattern: {base}_speed and {base}_events_per_second
+      let categoryKey = s.rawKey;
+      let isSpeed = false;
+
+      if (s.rawKey.endsWith("_speed")) {
+        categoryKey = s.rawKey.replace("_speed", "");
+        isSpeed = true;
+      } else if (s.rawKey.endsWith("_events_per_second")) {
+        categoryKey = s.rawKey.replace("_events_per_second", "");
+        isSpeed = false;
+      }
+
+      // Get translated category name
+      const categoryName = t("enrichments.embeddings." + categoryKey);
+
+      if (!(categoryKey in grouped)) {
+        grouped[categoryKey] = {
+          categoryName,
+          speedSeries: undefined,
+          eventsSeries: undefined,
+        };
+      }
+
+      if (isSpeed) {
+        grouped[categoryKey].speedSeries = s;
+      } else {
+        grouped[categoryKey].eventsSeries = s;
+      }
+    });
+
+    return Object.values(grouped);
   }, [statsHistory, t, getThreshold]);
 
   return (
@@ -110,36 +162,43 @@ export default function EnrichmentMetrics({
         </div>
         <div
           className={cn(
-            "mt-4 grid w-full grid-cols-1 gap-2 sm:grid-cols-3",
+            "mt-4 grid w-full grid-cols-1 gap-2 sm:grid-cols-2 md:grid-cols-4",
-            embeddingInferenceTimeSeries && "sm:grid-cols-4",
           )}
         >
           {statsHistory.length != 0 ? (
             <>
-              {embeddingInferenceTimeSeries.map((series) => (
+              {groupedEnrichmentMetrics.map((group) => (
-                <div className="rounded-lg bg-background_alt p-2.5 md:rounded-2xl">
+                <div
-                  <div className="mb-5 smart-capitalize">{series.name}</div>
+                  key={group.categoryName}
-                  {series.name.endsWith("Speed") ? (
+                  className="rounded-lg bg-background_alt p-2.5 md:rounded-2xl"
+                >
+                  <div className="mb-5 smart-capitalize">
+                    {group.categoryName}
+                  </div>
+                  <div className="space-y-4">
+                    {group.speedSeries && (
                       <ThresholdBarGraph
-                      key={series.name}
+                        key={`${group.categoryName}-speed`}
-                      graphId={`${series.name}-inference`}
+                        graphId={`${group.categoryName}-inference`}
-                      name={series.name}
+                        name={t("enrichments.averageInf")}
                         unit="ms"
-                      threshold={series.metrics}
+                        threshold={group.speedSeries.metrics}
                         updateTimes={updateTimes}
-                      data={[series]}
+                        data={[group.speedSeries]}
                       />
-                  ) : (
+                    )}
+                    {group.eventsSeries && (
                       <EventsPerSecondsLineGraph
-                      key={series.name}
+                        key={`${group.categoryName}-events`}
-                      graphId={`${series.name}-fps`}
+                        graphId={`${group.categoryName}-fps`}
                         unit=""
                         name={t("enrichments.infPerSecond")}
                         updateTimes={updateTimes}
-                      data={[series]}
+                        data={[group.eventsSeries]}
                       />
                     )}
                   </div>
+                </div>
               ))}
             </>
           ) : (