docs/docs/configuration/custom_classification/object_classification.md

@@ -3,7 +3,7 @@ id: object_classification
 title: Object Classification
 ---
 
-Object classification allows you to train a custom MobileNetV2 classification model to run on tracked objects (persons, cars, animals, etc.) to identify a finer category or attribute for that object. Classification results are visible in the Tracked Object Details pane in Explore, through the `frigate/tracked_object_details` MQTT topic, in Home Assistant sensors via the official Frigate integration, or through the event endpoints in the HTTP API.
+Object classification allows you to train a custom MobileNetV2 classification model to run on tracked objects (persons, cars, animals, etc.) to identify a finer category or attribute for that object.
 
 ## Minimum System Requirements
 

docs/docs/configuration/custom_classification/state_classification.md

@@ -3,7 +3,7 @@ id: state_classification
 title: State Classification
 ---
 
-State classification allows you to train a custom MobileNetV2 classification model on a fixed region of your camera frame(s) to determine a current state. The model can be configured to run on a schedule and/or when motion is detected in that region. Classification results are available through the `frigate/<camera_name>/classification/<model_name>` MQTT topic and in Home Assistant sensors via the official Frigate integration.
+State classification allows you to train a custom MobileNetV2 classification model on a fixed region of your camera frame(s) to determine a current state. The model can be configured to run on a schedule and/or when motion is detected in that region.
 
 ## Minimum System Requirements
 

docs/static/frigate-api.yaml

@@ -616,32 +616,6 @@ paths:
             application/json:
               schema:
                 $ref: "#/components/schemas/HTTPValidationError"
-  /classification/attributes:
-    get:
-      tags:
-        - Classification
-      summary: Get custom classification attributes
-      description: |-
-        Returns custom classification attributes for a given object type.
-        Only includes models with classification_type set to 'attribute'.
-        By default returns a flat sorted list of all attribute labels.
-        If group_by_model is true, returns attributes grouped by model name.
-      operationId: get_custom_attributes_classification_attributes_get
-      parameters:
-        - name: object_type
-          in: query
-          schema:
-            type: string
-        - name: group_by_model
-          in: query
-          schema:
-            type: boolean
-            default: false
-      responses:
-        "200":
-          description: Successful Response
-        "422":
-          description: Validation Error
   /classification/{name}/dataset:
     get:
       tags:
@@ -2938,42 +2912,6 @@ paths:
             application/json:
               schema:
                 $ref: "#/components/schemas/HTTPValidationError"
-  /events/{event_id}/attributes:
-    post:
-      tags:
-        - Events
-      summary: Set custom classification attributes
-      description: |-
-        Sets an event's custom classification attributes for all attribute-type
-        models that apply to the event's object type.
-            Returns a success message or an error if the event is not found.
-      operationId: set_attributes_events__event_id__attributes_post
-      parameters:
-        - name: event_id
-          in: path
-          required: true
-          schema:
-            type: string
-            title: Event Id
-      requestBody:
-        required: true
-        content:
-          application/json:
-            schema:
-              $ref: "#/components/schemas/EventsAttributesBody"
-      responses:
-        "200":
-          description: Successful Response
-          content:
-            application/json:
-              schema:
-                $ref: "#/components/schemas/GenericResponse"
-        "422":
-          description: Validation Error
-          content:
-            application/json:
-              schema:
-                $ref: "#/components/schemas/HTTPValidationError"
   /events/{event_id}/description:
     post:
       tags:
@@ -5021,18 +4959,6 @@ components:
       required:
         - subLabel
       title: EventsSubLabelBody
-    EventsAttributesBody:
-      properties:
-        attributes:
-          type: object
-          title: Attributes
-          description: Object with model names as keys and attribute values
-          additionalProperties:
-            type: string
-      type: object
-      required:
-        - attributes
-      title: EventsAttributesBody
     ExportModel:
       properties:
         id:

frigate/api/classification.py

@@ -31,7 +31,6 @@ from frigate.api.defs.response.generic_response import GenericResponse
 from frigate.api.defs.tags import Tags
 from frigate.config import FrigateConfig
 from frigate.config.camera import DetectConfig
-from frigate.config.classification import ObjectClassificationType
 from frigate.const import CLIPS_DIR, FACE_DIR, MODEL_CACHE_DIR
 from frigate.embeddings import EmbeddingsContext
 from frigate.models import Event
@@ -623,59 +622,6 @@ def get_classification_dataset(name: str):
     )
 
 
-@router.get(
-    "/classification/attributes",
-    summary="Get custom classification attributes",
-    description="""Returns custom classification attributes for a given object type.
-    Only includes models with classification_type set to 'attribute'.
-    By default returns a flat sorted list of all attribute labels.
-    If group_by_model is true, returns attributes grouped by model name.""",
-)
-def get_custom_attributes(
-    request: Request, object_type: str = None, group_by_model: bool = False
-):
-    models_with_attributes = {}
-
-    for (
-        model_key,
-        model_config,
-    ) in request.app.frigate_config.classification.custom.items():
-        if (
-            not model_config.enabled
-            or not model_config.object_config
-            or model_config.object_config.classification_type
-            != ObjectClassificationType.attribute
-        ):
-            continue
-
-        model_objects = getattr(model_config.object_config, "objects", []) or []
-        if object_type is not None and object_type not in model_objects:
-            continue
-
-        dataset_dir = os.path.join(CLIPS_DIR, sanitize_filename(model_key), "dataset")
-        if not os.path.exists(dataset_dir):
-            continue
-
-        attributes = []
-        for category_name in os.listdir(dataset_dir):
-            category_dir = os.path.join(dataset_dir, category_name)
-            if os.path.isdir(category_dir) and category_name != "none":
-                attributes.append(category_name)
-
-        if attributes:
-            model_name = model_config.name or model_key
-            models_with_attributes[model_name] = sorted(attributes)
-
-    if group_by_model:
-        return JSONResponse(content=models_with_attributes)
-    else:
-        # Flatten to a unique sorted list
-        all_attributes = set()
-        for attributes in models_with_attributes.values():
-            all_attributes.update(attributes)
-        return JSONResponse(content=sorted(list(all_attributes)))
-
-
 @router.get(
     "/classification/{name}/train",
     summary="Get classification train images",

frigate/api/defs/query/events_query_parameters.py

@@ -12,7 +12,6 @@ class EventsQueryParams(BaseModel):
     labels: Optional[str] = "all"
     sub_label: Optional[str] = "all"
     sub_labels: Optional[str] = "all"
-    attributes: Optional[str] = "all"
     zone: Optional[str] = "all"
     zones: Optional[str] = "all"
     limit: Optional[int] = 100
@@ -59,8 +58,6 @@ class EventsSearchQueryParams(BaseModel):
     limit: Optional[int] = 50
     cameras: Optional[str] = "all"
     labels: Optional[str] = "all"
-    sub_labels: Optional[str] = "all"
-    attributes: Optional[str] = "all"
     zones: Optional[str] = "all"
     after: Optional[float] = None
     before: Optional[float] = None

frigate/api/defs/request/events_body.py

@@ -24,13 +24,6 @@ class EventsLPRBody(BaseModel):
     )
 
 
-class EventsAttributesBody(BaseModel):
-    attributes: List[str] = Field(
-        title="Selected classification attributes for the event",
-        default_factory=list,
-    )
-
-
 class EventsDescriptionBody(BaseModel):
     description: Union[str, None] = Field(title="The description of the event")
 

frigate/api/event.py

@@ -37,7 +37,6 @@ from frigate.api.defs.query.regenerate_query_parameters import (
     RegenerateQueryParameters,
 )
 from frigate.api.defs.request.events_body import (
-    EventsAttributesBody,
     EventsCreateBody,
     EventsDeleteBody,
     EventsDescriptionBody,
@@ -56,7 +55,6 @@ from frigate.api.defs.response.event_response import (
 from frigate.api.defs.response.generic_response import GenericResponse
 from frigate.api.defs.tags import Tags
 from frigate.comms.event_metadata_updater import EventMetadataTypeEnum
-from frigate.config.classification import ObjectClassificationType
 from frigate.const import CLIPS_DIR, TRIGGER_DIR
 from frigate.embeddings import EmbeddingsContext
 from frigate.models import Event, ReviewSegment, Timeline, Trigger
@@ -101,8 +99,6 @@ def events(
     if sub_labels == "all" and sub_label != "all":
         sub_labels = sub_label
 
-    attributes = unquote(params.attributes)
-
     zone = params.zone
     zones = params.zones
 
@@ -191,17 +187,6 @@ def events(
         sub_label_clause = reduce(operator.or_, sub_label_clauses)
         clauses.append((sub_label_clause))
 
-    if attributes != "all":
-        # Custom classification results are stored as data[model_name] = result_value
-        filtered_attributes = attributes.split(",")
-        attribute_clauses = []
-
-        for attr in filtered_attributes:
-            attribute_clauses.append(Event.data.cast("text") % f'*:"{attr}"*')
-
-        attribute_clause = reduce(operator.or_, attribute_clauses)
-        clauses.append(attribute_clause)
-
     if recognized_license_plate != "all":
         filtered_recognized_license_plates = recognized_license_plate.split(",")
 
@@ -507,8 +492,6 @@ def events_search(
     # Filters
     cameras = params.cameras
     labels = params.labels
-    sub_labels = params.sub_labels
-    attributes = params.attributes
     zones = params.zones
     after = params.after
     before = params.before
@@ -583,38 +566,6 @@ def events_search(
     if labels != "all":
         event_filters.append((Event.label << labels.split(",")))
 
-    if sub_labels != "all":
-        # use matching so joined sub labels are included
-        # for example a sub label 'bob' would get events
-        # with sub labels 'bob' and 'bob, john'
-        sub_label_clauses = []
-        filtered_sub_labels = sub_labels.split(",")
-
-        if "None" in filtered_sub_labels:
-            filtered_sub_labels.remove("None")
-            sub_label_clauses.append((Event.sub_label.is_null()))
-
-        for label in filtered_sub_labels:
-            sub_label_clauses.append(
-                (Event.sub_label.cast("text") == label)
-            )  # include exact matches
-
-            # include this label when part of a list
-            sub_label_clauses.append((Event.sub_label.cast("text") % f"*{label},*"))
-            sub_label_clauses.append((Event.sub_label.cast("text") % f"*, {label}*"))
-
-        event_filters.append((reduce(operator.or_, sub_label_clauses)))
-
-    if attributes != "all":
-        # Custom classification results are stored as data[model_name] = result_value
-        filtered_attributes = attributes.split(",")
-        attribute_clauses = []
-
-        for attr in filtered_attributes:
-            attribute_clauses.append(Event.data.cast("text") % f'*:"{attr}"*')
-
-        event_filters.append(reduce(operator.or_, attribute_clauses))
-
     if zones != "all":
         zone_clauses = []
         filtered_zones = zones.split(",")
@@ -1400,107 +1351,6 @@ async def set_plate(
     )
 
 
-@router.post(
-    "/events/{event_id}/attributes",
-    response_model=GenericResponse,
-    dependencies=[Depends(require_role(["admin"]))],
-    summary="Set custom classification attributes",
-    description=(
-        "Sets an event's custom classification attributes for all attribute-type "
-        "models that apply to the event's object type."
-    ),
-)
-async def set_attributes(
-    request: Request,
-    event_id: str,
-    body: EventsAttributesBody,
-):
-    try:
-        event: Event = Event.get(Event.id == event_id)
-        await require_camera_access(event.camera, request=request)
-    except DoesNotExist:
-        return JSONResponse(
-            content=({"success": False, "message": f"Event {event_id} not found."}),
-            status_code=404,
-        )
-
-    object_type = event.label
-    selected_attributes = set(body.attributes or [])
-    applied_updates: list[dict[str, str | float | None]] = []
-
-    for (
-        model_key,
-        model_config,
-    ) in request.app.frigate_config.classification.custom.items():
-        # Only apply to enabled attribute classifiers that target this object type
-        if (
-            not model_config.enabled
-            or not model_config.object_config
-            or model_config.object_config.classification_type
-            != ObjectClassificationType.attribute
-            or object_type not in (model_config.object_config.objects or [])
-        ):
-            continue
-
-        # Get available labels from dataset directory
-        dataset_dir = os.path.join(CLIPS_DIR, sanitize_filename(model_key), "dataset")
-        available_labels = set()
-
-        if os.path.exists(dataset_dir):
-            for category_name in os.listdir(dataset_dir):
-                category_dir = os.path.join(dataset_dir, category_name)
-                if os.path.isdir(category_dir):
-                    available_labels.add(category_name)
-
-        if not available_labels:
-            logger.warning(
-                "No dataset found for custom attribute model %s at %s",
-                model_key,
-                dataset_dir,
-            )
-            continue
-
-        # Find all selected attributes that apply to this model
-        model_name = model_config.name or model_key
-        matching_attrs = selected_attributes & available_labels
-
-        if matching_attrs:
-            # Publish updates for each selected attribute
-            for attr in matching_attrs:
-                request.app.event_metadata_updater.publish(
-                    (event_id, model_name, attr, 1.0),
-                    EventMetadataTypeEnum.attribute.value,
-                )
-                applied_updates.append(
-                    {"model": model_name, "label": attr, "score": 1.0}
-                )
-        else:
-            # Clear this model's attribute
-            request.app.event_metadata_updater.publish(
-                (event_id, model_name, None, None),
-                EventMetadataTypeEnum.attribute.value,
-            )
-            applied_updates.append({"model": model_name, "label": None, "score": None})
-
-    if len(applied_updates) == 0:
-        return JSONResponse(
-            content={
-                "success": False,
-                "message": "No matching attributes found for this object type.",
-            },
-            status_code=400,
-        )
-
-    return JSONResponse(
-        content={
-            "success": True,
-            "message": f"Updated {len(applied_updates)} attribute(s)",
-            "applied": applied_updates,
-        },
-        status_code=200,
-    )
-
-
 @router.post(
     "/events/{event_id}/description",
     response_model=GenericResponse,

frigate/util/classification.py

@@ -355,6 +355,8 @@ def collect_state_classification_examples(
         cameras: Dict mapping camera names to normalized crop coordinates [x1, y1, x2, y2] (0-1)
     """
     dataset_dir = os.path.join(CLIPS_DIR, model_name, "dataset")
+    temp_dir = os.path.join(dataset_dir, "temp")
+    os.makedirs(temp_dir, exist_ok=True)
 
     # Step 1: Get review items for the cameras
     camera_names = list(cameras.keys())
@@ -369,10 +371,6 @@ def collect_state_classification_examples(
         logger.warning(f"No review items found for cameras: {camera_names}")
         return
 
-    # The temp directory is only created when there are review_items.
-    temp_dir = os.path.join(dataset_dir, "temp")
-    os.makedirs(temp_dir, exist_ok=True)
-
     # Step 2: Create balanced timestamp selection (100 samples)
     timestamps = _select_balanced_timestamps(review_items, target_count=100)
 

web/public/locales/en/components/filter.json

@@ -38,10 +38,6 @@
     "label": "Sub Labels",
     "all": "All Sub Labels"
   },
-  "attributes": {
-    "label": "Classification Attributes",
-    "all": "All Attributes"
-  },
   "score": "Score",
   "estimatedSpeed": "Estimated Speed ({{unit}})",
   "features": {

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

@@ -104,14 +104,12 @@
           "regenerate": "A new description has been requested from {{provider}}. Depending on the speed of your provider, the new description may take some time to regenerate.",
           "updatedSublabel": "Successfully updated sub label.",
           "updatedLPR": "Successfully updated license plate.",
-          "updatedAttributes": "Successfully updated attributes.",
           "audioTranscription": "Successfully requested audio transcription. Depending on the speed of your Frigate server, the transcription may take some time to complete."
         },
         "error": {
           "regenerate": "Failed to call {{provider}} for a new description: {{errorMessage}}",
           "updatedSublabelFailed": "Failed to update sub label: {{errorMessage}}",
           "updatedLPRFailed": "Failed to update license plate: {{errorMessage}}",
-          "updatedAttributesFailed": "Failed to update attributes: {{errorMessage}}",
           "audioTranscription": "Failed to request audio transcription: {{errorMessage}}"
         }
       }
@@ -127,10 +125,6 @@
       "desc": "Enter a new license plate value for this {{label}}",
       "descNoLabel": "Enter a new license plate value for this tracked object"
     },
-    "editAttributes": {
-      "title": "Edit attributes",
-      "desc": "Select classification attributes for this {{label}}"
-    },
     "snapshotScore": {
       "label": "Snapshot Score"
     },
@@ -142,7 +136,6 @@
       "label": "Score"
     },
     "recognizedLicensePlate": "Recognized License Plate",
-    "attributes": "Classification Attributes",
     "estimatedSpeed": "Estimated Speed",
     "objects": "Objects",
     "camera": "Camera",

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

@@ -16,7 +16,6 @@
       "labels": "Labels",
       "zones": "Zones",
       "sub_labels": "Sub Labels",
-      "attributes": "Attributes",
       "search_type": "Search Type",
       "time_range": "Time Range",
       "before": "Before",

web/src/components/input/InputWithTags.tsx

@@ -399,7 +399,7 @@ export default function InputWithTags({
             newFilters.sort = value as SearchSortType;
             break;
           default:
-            // Handle array types (cameras, labels, sub_labels, attributes, zones)
+            // Handle array types (cameras, labels, subLabels, zones)
             if (!newFilters[type]) newFilters[type] = [];
             if (Array.isArray(newFilters[type])) {
               if (!(newFilters[type] as string[]).includes(value)) {

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

@@ -84,7 +84,6 @@ import { LuInfo } from "react-icons/lu";
 import { TooltipPortal } from "@radix-ui/react-tooltip";
 import { FaPencilAlt } from "react-icons/fa";
 import TextEntryDialog from "@/components/overlay/dialog/TextEntryDialog";
-import AttributeSelectDialog from "@/components/overlay/dialog/AttributeSelectDialog";
 import { Trans, useTranslation } from "react-i18next";
 import { useIsAdmin } from "@/hooks/use-is-admin";
 import { getTranslatedLabel } from "@/utils/i18n";
@@ -298,7 +297,6 @@ type DialogContentComponentProps = {
   isPopoverOpen: boolean;
   setIsPopoverOpen: (open: boolean) => void;
   dialogContainer: HTMLDivElement | null;
-  setShowNavigationButtons: React.Dispatch<React.SetStateAction<boolean>>;
 };
 
 function DialogContentComponent({
@@ -316,7 +314,6 @@ function DialogContentComponent({
   isPopoverOpen,
   setIsPopoverOpen,
   dialogContainer,
-  setShowNavigationButtons,
 }: DialogContentComponentProps) {
   if (page === "tracking_details") {
     return (
@@ -402,7 +399,6 @@ function DialogContentComponent({
               config={config}
               setSearch={setSearch}
               setInputFocused={setInputFocused}
-              setShowNavigationButtons={setShowNavigationButtons}
             />
           </div>
         </div>
@@ -419,7 +415,6 @@ function DialogContentComponent({
         config={config}
         setSearch={setSearch}
         setInputFocused={setInputFocused}
-        setShowNavigationButtons={setShowNavigationButtons}
       />
     </>
   );
@@ -464,7 +459,6 @@ export default function SearchDetailDialog({
 
   const [isOpen, setIsOpen] = useState(search != undefined);
   const [isPopoverOpen, setIsPopoverOpen] = useState(false);
-  const [showNavigationButtons, setShowNavigationButtons] = useState(false);
   const dialogContentRef = useRef<HTMLDivElement | null>(null);
   const [dialogContainer, setDialogContainer] = useState<HTMLDivElement | null>(
     null,
@@ -546,9 +540,9 @@ export default function SearchDetailDialog({
         onOpenChange={handleOpenChange}
         enableHistoryBack={true}
       >
-        {isDesktop && onPrevious && onNext && showNavigationButtons && (
+        {isDesktop && onPrevious && onNext && (
           <DialogPortal>
-            <div className="pointer-events-none fixed inset-0 z-[51] flex items-center justify-center">
+            <div className="pointer-events-none fixed inset-0 z-[200] flex items-center justify-center">
               <div
                 className={cn(
                   "relative flex items-center justify-between",
@@ -658,7 +652,6 @@ export default function SearchDetailDialog({
             isPopoverOpen={isPopoverOpen}
             setIsPopoverOpen={setIsPopoverOpen}
             dialogContainer={dialogContainer}
-            setShowNavigationButtons={setShowNavigationButtons}
           />
         </Content>
       </Overlay>
@@ -671,14 +664,12 @@ type ObjectDetailsTabProps = {
   config?: FrigateConfig;
   setSearch: (search: SearchResult | undefined) => void;
   setInputFocused: React.Dispatch<React.SetStateAction<boolean>>;
-  setShowNavigationButtons?: React.Dispatch<React.SetStateAction<boolean>>;
 };
 function ObjectDetailsTab({
   search,
   config,
   setSearch,
   setInputFocused,
-  setShowNavigationButtons,
 }: ObjectDetailsTabProps) {
   const { t, i18n } = useTranslation([
     "views/explore",
@@ -687,15 +678,6 @@ function ObjectDetailsTab({
   ]);
 
   const apiHost = useApiHost();
-  const hasCustomClassificationModels = useMemo(
-    () => Object.keys(config?.classification?.custom ?? {}).length > 0,
-    [config],
-  );
-  const { data: modelAttributes } = useSWR<Record<string, string[]>>(
-    hasCustomClassificationModels && search
-      ? `classification/attributes?object_type=${encodeURIComponent(search.label)}&group_by_model=true`
-      : null,
-  );
 
   // mutation / revalidation
 
@@ -726,7 +708,6 @@ function ObjectDetailsTab({
   const [desc, setDesc] = useState(search?.data.description);
   const [isSubLabelDialogOpen, setIsSubLabelDialogOpen] = useState(false);
   const [isLPRDialogOpen, setIsLPRDialogOpen] = useState(false);
-  const [isAttributesDialogOpen, setIsAttributesDialogOpen] = useState(false);
   const [isEditingDesc, setIsEditingDesc] = useState(false);
   const originalDescRef = useRef<string | null>(null);
 
@@ -741,19 +722,6 @@ function ObjectDetailsTab({
   // we have to make sure the current selected search item stays in sync
   useEffect(() => setDesc(search?.data.description ?? ""), [search]);
 
-  useEffect(() => setIsAttributesDialogOpen(false), [search?.id]);
-
-  useEffect(() => {
-    const anyDialogOpen =
-      isSubLabelDialogOpen || isLPRDialogOpen || isAttributesDialogOpen;
-    setShowNavigationButtons?.(!anyDialogOpen);
-  }, [
-    isSubLabelDialogOpen,
-    isLPRDialogOpen,
-    isAttributesDialogOpen,
-    setShowNavigationButtons,
-  ]);
-
   const formattedDate = useFormattedTimestamp(
     search?.start_time ?? 0,
     config?.ui.time_format == "24hour"
@@ -839,41 +807,6 @@ function ObjectDetailsTab({
     }
   }, [search]);
 
-  // Extract current attribute selections grouped by model
-  const selectedAttributesByModel = useMemo(() => {
-    if (!search || !modelAttributes) {
-      return {};
-    }
-
-    const dataAny = search.data as Record<string, unknown>;
-    const selections: Record<string, string | null> = {};
-
-    // Initialize all models with null
-    Object.keys(modelAttributes).forEach((modelName) => {
-      selections[modelName] = null;
-    });
-
-    // Find which attribute is selected for each model
-    Object.keys(modelAttributes).forEach((modelName) => {
-      const value = dataAny[modelName];
-      if (
-        typeof value === "string" &&
-        modelAttributes[modelName].includes(value)
-      ) {
-        selections[modelName] = value;
-      }
-    });
-
-    return selections;
-  }, [search, modelAttributes]);
-
-  // Get flat list of selected attributes for display
-  const eventAttributes = useMemo(() => {
-    return Object.values(selectedAttributesByModel)
-      .filter((attr): attr is string => attr !== null)
-      .sort((a, b) => a.localeCompare(b));
-  }, [selectedAttributesByModel]);
-
   const isEventsKey = useCallback((key: unknown): boolean => {
     const candidate = Array.isArray(key) ? key[0] : key;
     const EVENTS_KEY_PATTERNS = ["events", "events/search", "events/explore"];
@@ -1115,74 +1048,6 @@ function ObjectDetailsTab({
     [search, apiHost, mutate, setSearch, t, mapSearchResults, isEventsKey],
   );
 
-  const handleAttributesSave = useCallback(
-    (selectedAttributes: string[]) => {
-      if (!search) return;
-
-      axios
-        .post(`${apiHost}api/events/${search.id}/attributes`, {
-          attributes: selectedAttributes,
-        })
-        .then((response) => {
-          const applied = Array.isArray(response.data?.applied)
-            ? (response.data.applied as {
-                model?: string;
-                label?: string | null;
-                score?: number | null;
-              }[])
-            : [];
-
-          toast.success(t("details.item.toast.success.updatedAttributes"), {
-            position: "top-center",
-          });
-
-          const applyUpdatedAttributes = (event: SearchResult) => {
-            if (event.id !== search.id) return event;
-
-            const updatedData: Record<string, unknown> = { ...event.data };
-
-            applied.forEach(({ model, label, score }) => {
-              if (!model) return;
-              updatedData[model] = label ?? null;
-              updatedData[`${model}_score`] = score ?? null;
-            });
-
-            return { ...event, data: updatedData } as SearchResult;
-          };
-
-          mutate(
-            (key) => isEventsKey(key),
-            (currentData: SearchResult[][] | SearchResult[] | undefined) =>
-              mapSearchResults(currentData, applyUpdatedAttributes),
-            {
-              optimisticData: true,
-              rollbackOnError: true,
-              revalidate: false,
-            },
-          );
-
-          setSearch(applyUpdatedAttributes(search));
-          setIsAttributesDialogOpen(false);
-        })
-        .catch((error) => {
-          const errorMessage =
-            error.response?.data?.message ||
-            error.response?.data?.detail ||
-            "Unknown error";
-
-          toast.error(
-            t("details.item.toast.error.updatedAttributesFailed", {
-              errorMessage,
-            }),
-            {
-              position: "top-center",
-            },
-          );
-        });
-    },
-    [search, apiHost, mutate, t, mapSearchResults, isEventsKey, setSearch],
-  );
-
   // speech transcription
 
   const onTranscribe = useCallback(() => {
@@ -1430,38 +1295,6 @@ function ObjectDetailsTab({
               </div>
             </div>
           )}
-
-          {hasCustomClassificationModels &&
-            modelAttributes &&
-            Object.keys(modelAttributes).length > 0 && (
-              <div className="flex flex-col gap-1.5">
-                <div className="flex items-center gap-2 text-sm text-primary/40">
-                  {t("details.attributes")}
-                  {isAdmin && (
-                    <Tooltip>
-                      <TooltipTrigger asChild>
-                        <span>
-                          <FaPencilAlt
-                            className="size-4 cursor-pointer text-primary/40 hover:text-primary/80"
-                            onClick={() => setIsAttributesDialogOpen(true)}
-                          />
-                        </span>
-                      </TooltipTrigger>
-                      <TooltipPortal>
-                        <TooltipContent>
-                          {t("button.edit", { ns: "common" })}
-                        </TooltipContent>
-                      </TooltipPortal>
-                    </Tooltip>
-                  )}
-                </div>
-                <div className="text-sm">
-                  {eventAttributes.length > 0
-                    ? eventAttributes.join(", ")
-                    : t("label.none", { ns: "common" })}
-                </div>
-              </div>
-            )}
         </div>
       </div>
 
@@ -1762,17 +1595,6 @@ function ObjectDetailsTab({
           defaultValue={search?.data.recognized_license_plate || ""}
           allowEmpty={true}
         />
-        <AttributeSelectDialog
-          open={isAttributesDialogOpen}
-          setOpen={setIsAttributesDialogOpen}
-          title={t("details.editAttributes.title")}
-          description={t("details.editAttributes.desc", {
-            label: search.label,
-          })}
-          onSave={handleAttributesSave}
-          selectedAttributes={selectedAttributesByModel}
-          modelAttributes={modelAttributes ?? {}}
-        />
       </div>
     </div>
   );

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

@@ -1,123 +0,0 @@
-import { Button } from "@/components/ui/button";
-import {
-  Dialog,
-  DialogContent,
-  DialogDescription,
-  DialogFooter,
-  DialogHeader,
-  DialogTitle,
-} from "@/components/ui/dialog";
-import { Label } from "@/components/ui/label";
-import { Switch } from "@/components/ui/switch";
-import { cn } from "@/lib/utils";
-import { useCallback, useEffect, useState } from "react";
-import { isDesktop } from "react-device-detect";
-import { useTranslation } from "react-i18next";
-
-type AttributeSelectDialogProps = {
-  open: boolean;
-  setOpen: (open: boolean) => void;
-  title: string;
-  description: string;
-  onSave: (selectedAttributes: string[]) => void;
-  selectedAttributes: Record<string, string | null>; // model -> selected attribute
-  modelAttributes: Record<string, string[]>; // model -> available attributes
-  className?: string;
-};
-
-export default function AttributeSelectDialog({
-  open,
-  setOpen,
-  title,
-  description,
-  onSave,
-  selectedAttributes,
-  modelAttributes,
-  className,
-}: AttributeSelectDialogProps) {
-  const { t } = useTranslation();
-  const [internalSelection, setInternalSelection] = useState<
-    Record<string, string | null>
-  >({});
-
-  useEffect(() => {
-    if (open) {
-      setInternalSelection({ ...selectedAttributes });
-    }
-  }, [open, selectedAttributes]);
-
-  const handleSave = useCallback(() => {
-    // Convert from model->attribute map to flat list of attributes
-    const attributes = Object.values(internalSelection).filter(
-      (attr): attr is string => attr !== null,
-    );
-    onSave(attributes);
-  }, [internalSelection, onSave]);
-
-  const handleToggle = useCallback((modelName: string, attribute: string) => {
-    setInternalSelection((prev) => {
-      const currentSelection = prev[modelName];
-      // If clicking the currently selected attribute, deselect it
-      if (currentSelection === attribute) {
-        return { ...prev, [modelName]: null };
-      }
-      // Otherwise, select this attribute for this model
-      return { ...prev, [modelName]: attribute };
-    });
-  }, []);
-
-  return (
-    <Dialog open={open} onOpenChange={setOpen}>
-      <DialogContent
-        className={cn(className, isDesktop ? "max-w-md" : "max-w-[90%]")}
-        onOpenAutoFocus={(e) => e.preventDefault()}
-      >
-        <DialogHeader>
-          <DialogTitle>{title}</DialogTitle>
-          <DialogDescription>{description}</DialogDescription>
-        </DialogHeader>
-        <div className="scrollbar-container overflow-y-auto">
-          <div className="max-h-[80dvh] space-y-6 py-2">
-            {Object.entries(modelAttributes).map(([modelName, attributes]) => (
-              <div key={modelName} className="space-y-3">
-                <div className="text-sm font-semibold text-primary-variant">
-                  {modelName}
-                </div>
-                <div className="space-y-2 pl-2">
-                  {attributes.map((attribute) => (
-                    <div
-                      key={attribute}
-                      className="flex items-center justify-between gap-2"
-                    >
-                      <Label
-                        htmlFor={`${modelName}-${attribute}`}
-                        className="cursor-pointer text-sm text-primary"
-                      >
-                        {attribute}
-                      </Label>
-                      <Switch
-                        id={`${modelName}-${attribute}`}
-                        checked={internalSelection[modelName] === attribute}
-                        onCheckedChange={() =>
-                          handleToggle(modelName, attribute)
-                        }
-                      />
-                    </div>
-                  ))}
-                </div>
-              </div>
-            ))}
-          </div>
-        </div>
-        <DialogFooter>
-          <Button type="button" onClick={() => setOpen(false)}>
-            {t("button.cancel")}
-          </Button>
-          <Button variant="select" onClick={handleSave}>
-            {t("button.save", { ns: "common" })}
-          </Button>
-        </DialogFooter>
-      </DialogContent>
-    </Dialog>
-  );
-}

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

@@ -1,96 +0,0 @@
-import { Button } from "@/components/ui/button";
-import {
-  Dialog,
-  DialogContent,
-  DialogDescription,
-  DialogFooter,
-  DialogHeader,
-  DialogTitle,
-} from "@/components/ui/dialog";
-import { cn } from "@/lib/utils";
-import { useState } from "react";
-import { isMobile } from "react-device-detect";
-import { useTranslation } from "react-i18next";
-import FilterSwitch from "@/components/filter/FilterSwitch";
-
-type MultiSelectDialogProps = {
-  open: boolean;
-  title: string;
-  description?: string;
-  setOpen: (open: boolean) => void;
-  onSave: (selectedItems: string[]) => void;
-  selectedItems: string[];
-  availableItems: string[];
-  allowEmpty?: boolean;
-};
-
-export default function MultiSelectDialog({
-  open,
-  title,
-  description,
-  setOpen,
-  onSave,
-  selectedItems = [],
-  availableItems = [],
-  allowEmpty = false,
-}: MultiSelectDialogProps) {
-  const { t } = useTranslation("common");
-  const [internalSelection, setInternalSelection] =
-    useState<string[]>(selectedItems);
-
-  // Reset internal selection when dialog opens
-  const handleOpenChange = (isOpen: boolean) => {
-    if (isOpen) {
-      setInternalSelection(selectedItems);
-    }
-    setOpen(isOpen);
-  };
-
-  const toggleItem = (item: string) => {
-    setInternalSelection((prev) =>
-      prev.includes(item) ? prev.filter((i) => i !== item) : [...prev, item],
-    );
-  };
-
-  const handleSave = () => {
-    if (!allowEmpty && internalSelection.length === 0) {
-      return;
-    }
-    onSave(internalSelection);
-    setOpen(false);
-  };
-
-  return (
-    <Dialog open={open} defaultOpen={false} onOpenChange={handleOpenChange}>
-      <DialogContent>
-        <DialogHeader>
-          <DialogTitle>{title}</DialogTitle>
-          {description && <DialogDescription>{description}</DialogDescription>}
-        </DialogHeader>
-        <div className="max-h-[80dvh] space-y-3 overflow-y-auto py-4">
-          {availableItems.map((item) => (
-            <FilterSwitch
-              key={item}
-              label={item}
-              isChecked={internalSelection.includes(item)}
-              onCheckedChange={() => toggleItem(item)}
-            />
-          ))}
-        </div>
-        <DialogFooter className={cn("pt-4", isMobile && "gap-2")}>
-          <Button type="button" onClick={() => setOpen(false)}>
-            {t("button.cancel")}
-          </Button>
-          <Button
-            variant="select"
-            type="button"
-            onClick={handleSave}
-            disabled={!allowEmpty && internalSelection.length === 0}
-          >
-            {t("button.save")}
-          </Button>
-        </DialogFooter>
-      </DialogContent>
-    </Dialog>
-  );
-}

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

@@ -65,13 +65,6 @@ export default function SearchFilterDialog({
   const { t } = useTranslation(["components/filter"]);
   const [currentFilter, setCurrentFilter] = useState(filter ?? {});
   const { data: allSubLabels } = useSWR(["sub_labels", { split_joined: 1 }]);
-  const hasCustomClassificationModels = useMemo(
-    () => Object.keys(config?.classification?.custom ?? {}).length > 0,
-    [config],
-  );
-  const { data: allAttributes } = useSWR(
-    hasCustomClassificationModels ? "classification/attributes" : null,
-  );
   const { data: allRecognizedLicensePlates } = useSWR<string[]>(
     "recognized_license_plates",
   );
@@ -98,10 +91,8 @@ export default function SearchFilterDialog({
         (currentFilter.max_speed ?? 150) < 150 ||
         (currentFilter.zones?.length ?? 0) > 0 ||
         (currentFilter.sub_labels?.length ?? 0) > 0 ||
-        (hasCustomClassificationModels &&
-          (currentFilter.attributes?.length ?? 0) > 0) ||
         (currentFilter.recognized_license_plate?.length ?? 0) > 0),
-    [currentFilter, hasCustomClassificationModels],
+    [currentFilter],
   );
 
   const trigger = (
@@ -142,15 +133,6 @@ export default function SearchFilterDialog({
           setCurrentFilter({ ...currentFilter, sub_labels: newSubLabels })
         }
       />
-      {hasCustomClassificationModels && (
-        <AttributeFilterContent
-          allAttributes={allAttributes}
-          attributes={currentFilter.attributes}
-          setAttributes={(newAttributes) =>
-            setCurrentFilter({ ...currentFilter, attributes: newAttributes })
-          }
-        />
-      )}
       <RecognizedLicensePlatesFilterContent
         allRecognizedLicensePlates={allRecognizedLicensePlates}
         recognizedLicensePlates={currentFilter.recognized_license_plate}
@@ -234,7 +216,6 @@ export default function SearchFilterDialog({
               max_speed: undefined,
               has_snapshot: undefined,
               has_clip: undefined,
-              ...(hasCustomClassificationModels && { attributes: undefined }),
               recognized_license_plate: undefined,
             }));
           }}
@@ -1106,72 +1087,3 @@ export function RecognizedLicensePlatesFilterContent({
     </div>
   );
 }
-
-type AttributeFilterContentProps = {
-  allAttributes?: string[];
-  attributes: string[] | undefined;
-  setAttributes: (labels: string[] | undefined) => void;
-};
-export function AttributeFilterContent({
-  allAttributes,
-  attributes,
-  setAttributes,
-}: AttributeFilterContentProps) {
-  const { t } = useTranslation(["components/filter"]);
-  const sortedAttributes = useMemo(
-    () =>
-      [...(allAttributes || [])].sort((a, b) =>
-        a.toLowerCase().localeCompare(b.toLowerCase()),
-      ),
-    [allAttributes],
-  );
-  return (
-    <div className="overflow-x-hidden">
-      <DropdownMenuSeparator className="mb-3" />
-      <div className="text-lg">{t("attributes.label")}</div>
-      <div className="mb-5 mt-2.5 flex items-center justify-between">
-        <Label
-          className="mx-2 cursor-pointer text-primary"
-          htmlFor="allAttributes"
-        >
-          {t("attributes.all")}
-        </Label>
-        <Switch
-          className="ml-1"
-          id="allAttributes"
-          checked={attributes == undefined}
-          onCheckedChange={(isChecked) => {
-            if (isChecked) {
-              setAttributes(undefined);
-            }
-          }}
-        />
-      </div>
-      <div className="mt-2.5 flex flex-col gap-2.5">
-        {sortedAttributes.map((item) => (
-          <FilterSwitch
-            key={item}
-            label={item.replaceAll("_", " ")}
-            isChecked={attributes?.includes(item) ?? false}
-            onCheckedChange={(isChecked) => {
-              if (isChecked) {
-                const updatedAttributes = attributes ? [...attributes] : [];
-
-                updatedAttributes.push(item);
-                setAttributes(updatedAttributes);
-              } else {
-                const updatedAttributes = attributes ? [...attributes] : [];
-
-                // can not deselect the last item
-                if (updatedAttributes.length > 1) {
-                  updatedAttributes.splice(updatedAttributes.indexOf(item), 1);
-                  setAttributes(updatedAttributes);
-                }
-              }
-            }}
-          />
-        ))}
-      </div>
-    </div>
-  );
-}

web/src/pages/Explore.tsx

@@ -31,7 +31,6 @@ const SEARCH_FILTER_ARRAY_KEYS = [
   "cameras",
   "labels",
   "sub_labels",
-  "attributes",
   "recognized_license_plate",
   "zones",
 ];
@@ -123,7 +122,6 @@ export default function Explore() {
           cameras: searchSearchParams["cameras"],
           labels: searchSearchParams["labels"],
           sub_labels: searchSearchParams["sub_labels"],
-          attributes: searchSearchParams["attributes"],
           recognized_license_plate:
             searchSearchParams["recognized_license_plate"],
           zones: searchSearchParams["zones"],
@@ -160,7 +158,6 @@ export default function Explore() {
         cameras: searchSearchParams["cameras"],
         labels: searchSearchParams["labels"],
         sub_labels: searchSearchParams["sub_labels"],
-        attributes: searchSearchParams["attributes"],
         recognized_license_plate:
           searchSearchParams["recognized_license_plate"],
         zones: searchSearchParams["zones"],

web/src/types/search.ts

@@ -5,7 +5,6 @@ const SEARCH_FILTERS = [
   "general",
   "zone",
   "sub",
-  "attribute",
   "source",
   "sort",
 ] as const;
@@ -17,7 +16,6 @@ export const DEFAULT_SEARCH_FILTERS: SearchFilters[] = [
   "general",
   "zone",
   "sub",
-  "attribute",
   "source",
   "sort",
 ];
@@ -73,7 +71,6 @@ export type SearchFilter = {
   cameras?: string[];
   labels?: string[];
   sub_labels?: string[];
-  attributes?: string[];
   recognized_license_plate?: string[];
   zones?: string[];
   before?: number;
@@ -98,7 +95,6 @@ export type SearchQueryParams = {
   cameras?: string[];
   labels?: string[];
   sub_labels?: string[];
-  attributes?: string[];
   recognized_license_plate?: string[];
   zones?: string[];
   before?: string;

web/src/views/search/SearchView.tsx

@@ -143,13 +143,6 @@ export default function SearchView({
   }, [config, searchFilter, allowedCameras]);
 
   const { data: allSubLabels } = useSWR("sub_labels");
-  const hasCustomClassificationModels = useMemo(
-    () => Object.keys(config?.classification?.custom ?? {}).length > 0,
-    [config],
-  );
-  const { data: allAttributes } = useSWR(
-    hasCustomClassificationModels ? "classification/attributes" : null,
-  );
   const { data: allRecognizedLicensePlates } = useSWR(
     "recognized_license_plates",
   );
@@ -189,7 +182,6 @@ export default function SearchView({
       labels: Object.values(allLabels || {}),
       zones: Object.values(allZones || {}),
       sub_labels: allSubLabels,
-      ...(hasCustomClassificationModels && { attributes: allAttributes }),
       search_type: ["thumbnail", "description"] as SearchSource[],
       time_range:
         config?.ui.time_format == "24hour"
@@ -212,11 +204,9 @@ export default function SearchView({
       allLabels,
       allZones,
       allSubLabels,
-      allAttributes,
       allRecognizedLicensePlates,
       searchFilter,
       allowedCameras,
-      hasCustomClassificationModels,
     ],
   );