allow dash in camera name

compares the centroid to a history of bounding boxes

.github/workflows/pull_request.yml

@@ -44,3 +44,27 @@ jobs:
       - name: Test
         run: npm run test
         working-directory: ./web
+        
+  docker_tests_on_aarch64:
+    runs-on: ubuntu-latest
+    steps:
+      - name: Check out code
+        uses: actions/checkout@v2
+      - name: Set up QEMU
+        uses: docker/setup-qemu-action@v1
+      - name: Set up Docker Buildx
+        uses: docker/setup-buildx-action@v1
+      - name: Build and run tests
+        run: make run_tests PLATFORM="linux/arm64/v8" ARCH="aarch64"
+
+  docker_tests_on_amd64:
+    runs-on: ubuntu-latest
+    steps:
+      - name: Check out code
+        uses: actions/checkout@v2
+      - name: Set up QEMU
+        uses: docker/setup-qemu-action@v1
+      - name: Set up Docker Buildx
+        uses: docker/setup-buildx-action@v1
+      - name: Build and run tests
+        run: make run_tests PLATFORM="linux/amd64" ARCH="amd64"

Makefile

@@ -59,4 +59,16 @@ armv7_frigate: version web
 
 armv7_all: armv7_wheels armv7_ffmpeg armv7_frigate
 
-.PHONY: web
+run_tests:
+	# PLATFORM: linux/arm64/v8 linux/amd64 or linux/arm/v7
+	# ARCH: aarch64 amd64 or armv7
+	@cat docker/Dockerfile.base docker/Dockerfile.$(ARCH) > docker/Dockerfile.test
+	@sed -i "s/FROM frigate-web as web/#/g" docker/Dockerfile.test
+	@sed -i "s/COPY --from=web \/opt\/frigate\/build web\//#/g" docker/Dockerfile.test
+	@sed -i "s/FROM frigate-base/#/g" docker/Dockerfile.test
+	@echo "" >> docker/Dockerfile.test
+	@echo "RUN python3 -m unittest" >> docker/Dockerfile.test
+	@docker buildx build --platform=$(PLATFORM) --tag frigate-base --build-arg NGINX_VERSION=1.0.2 --build-arg FFMPEG_VERSION=1.0.0 --build-arg ARCH=$(ARCH) --build-arg WHEELS_VERSION=1.0.3 --file docker/Dockerfile.test .
+	@rm docker/Dockerfile.test
+
+.PHONY: web run_tests

docs/docs/configuration/index.md

@@ -159,8 +159,9 @@ detect:
   enabled: True
   # Optional: Number of frames without a detection before frigate considers an object to be gone. (default: 5x the frame rate)
   max_disappeared: 25
-  # Optional: Frequency for running detection on stationary objects (default: 10x the frame rate)
+  # Optional: Frequency for running detection on stationary objects (default: 0)
-  stationary_interval: 50
+  # When set to 0, object detection will never be run on stationary objects. If set to 10, it will be run on every 10th frame.
+  stationary_interval: 0
 
 # Optional: Object configuration
 # NOTE: Can be overridden at the camera level
@@ -224,6 +225,9 @@ motion:
 record:
   # Optional: Enable recording (default: shown below)
   enabled: False
+  # Optional: Number of minutes to wait between cleanup runs (default: shown below)
+  # This can be used to reduce the frequency of deleting recording segments from disk if you want to minimize i/o
+  expire_interval: 60
   # Optional: Retention settings for recording
   retain:
     # Optional: Number of days to retain recordings regardless of events (default: shown below)
@@ -264,7 +268,7 @@ record:
       #       here, the segments will already be gone by the time this mode is applied.
       #       For example, if the camera retain mode is "motion", the segments without motion are
       #       never stored, so setting the mode to "all" here won't bring them back.
-      mode: active_objects
+      mode: motion
       # Optional: Per object retention days
       objects:
         person: 15

frigate/app.py

@@ -77,9 +77,6 @@ class FrigateApp:
         self.config = user_config.runtime_config
 
         for camera_name in self.config.cameras.keys():
-            # generage the ffmpeg commands
-            self.config.cameras[camera_name].create_ffmpeg_cmds()
-
             # create camera_metrics
             self.camera_metrics[camera_name] = {
                 "camera_fps": mp.Value("d", 0.0),

frigate/config.py

@@ -13,8 +13,7 @@ from pydantic import BaseModel, Extra, Field, validator
 from pydantic.fields import PrivateAttr
 
 from frigate.const import BASE_DIR, CACHE_DIR, YAML_EXT
-from frigate.edgetpu import load_labels
+from frigate.util import create_mask, deep_merge, load_labels
-from frigate.util import create_mask, deep_merge
 
 logger = logging.getLogger(__name__)
 
@@ -73,9 +72,7 @@ class RetainModeEnum(str, Enum):
 
 class RetainConfig(FrigateBaseModel):
     default: float = Field(default=10, title="Default retention period.")
-    mode: RetainModeEnum = Field(
+    mode: RetainModeEnum = Field(default=RetainModeEnum.motion, title="Retain mode.")
-        default=RetainModeEnum.active_objects, title="Retain mode."
-    )
     objects: Dict[str, float] = Field(
         default_factory=dict, title="Object retention period."
     )
@@ -104,6 +101,10 @@ class RecordRetainConfig(FrigateBaseModel):
 
 class RecordConfig(FrigateBaseModel):
     enabled: bool = Field(default=False, title="Enable record on all cameras.")
+    expire_interval: int = Field(
+        default=60,
+        title="Number of minutes to wait between cleanup runs.",
+    )
     # deprecated - to be removed in a future version
     retain_days: Optional[float] = Field(title="Recording retention period in days.")
     retain: RecordRetainConfig = Field(
@@ -172,8 +173,9 @@ class DetectConfig(FrigateBaseModel):
         title="Maximum number of frames the object can dissapear before detection ends."
     )
     stationary_interval: Optional[int] = Field(
+        default=0,
         title="Frame interval for checking stationary objects.",
-        ge=1,
+        ge=0,
     )
 
 
@@ -474,7 +476,7 @@ class CameraLiveConfig(FrigateBaseModel):
 
 
 class CameraConfig(FrigateBaseModel):
-    name: Optional[str] = Field(title="Camera name.")
+    name: Optional[str] = Field(title="Camera name.", regex="^[a-zA-Z0-9_-]+$")
     ffmpeg: CameraFfmpegConfig = Field(title="FFmpeg configuration for the camera.")
     best_image_timeout: int = Field(
         default=60,
@@ -538,6 +540,8 @@ class CameraConfig(FrigateBaseModel):
         return self._ffmpeg_cmds
 
     def create_ffmpeg_cmds(self):
+        if "_ffmpeg_cmds" in self:
+            return
         ffmpeg_cmds = []
         for ffmpeg_input in self.ffmpeg.inputs:
             ffmpeg_cmd = self._get_ffmpeg_cmd(ffmpeg_input)
@@ -640,7 +644,7 @@ class ModelConfig(FrigateBaseModel):
         return self._merged_labelmap
 
     @property
-    def colormap(self) -> Dict[int, tuple[int, int, int]]:
+    def colormap(self) -> Dict[int, Tuple[int, int, int]]:
         return self._colormap
 
     def __init__(self, **config):
@@ -762,11 +766,6 @@ class FrigateConfig(FrigateBaseModel):
             if camera_config.detect.max_disappeared is None:
                 camera_config.detect.max_disappeared = max_disappeared
 
-            # Default stationary_interval configuration
-            stationary_interval = camera_config.detect.fps * 10
-            if camera_config.detect.stationary_interval is None:
-                camera_config.detect.stationary_interval = stationary_interval
-
             # FFMPEG input substitution
             for input in camera_config.ffmpeg.inputs:
                 input.path = input.path.format(**FRIGATE_ENV_VARS)
@@ -846,7 +845,8 @@ class FrigateConfig(FrigateBaseModel):
                 logger.warning(
                     f"Recording retention is configured for {camera_config.record.retain.mode} and event retention is configured for {camera_config.record.events.retain.mode}. The more restrictive retention policy will be applied."
                 )
-
+            # generage the ffmpeg commands
+            camera_config.create_ffmpeg_cmds()
             config.cameras[name] = camera_config
 
         return config

frigate/edgetpu.py

@@ -13,31 +13,11 @@ import tflite_runtime.interpreter as tflite
 from setproctitle import setproctitle
 from tflite_runtime.interpreter import load_delegate
 
-from frigate.util import EventsPerSecond, SharedMemoryFrameManager, listen
+from frigate.util import EventsPerSecond, SharedMemoryFrameManager, listen, load_labels
 
 logger = logging.getLogger(__name__)
 
 
-def load_labels(path, encoding="utf-8"):
-    """Loads labels from file (with or without index numbers).
-    Args:
-      path: path to label file.
-      encoding: label file encoding.
-    Returns:
-      Dictionary mapping indices to labels.
-    """
-    with open(path, "r", encoding=encoding) as f:
-        lines = f.readlines()
-        if not lines:
-            return {}
-
-        if lines[0].split(" ", maxsplit=1)[0].isdigit():
-            pairs = [line.split(" ", maxsplit=1) for line in lines]
-            return {int(index): label.strip() for index, label in pairs}
-        else:
-            return {index: line.strip() for index, line in enumerate(lines)}
-
-
 class ObjectDetector(ABC):
     @abstractmethod
     def detect(self, tensor_input, threshold=0.4):

frigate/http.py

@@ -133,6 +133,8 @@ def delete_event(id):
     if event.has_snapshot:
         media = Path(f"{os.path.join(CLIPS_DIR, media_name)}.jpg")
         media.unlink(missing_ok=True)
+        media = Path(f"{os.path.join(CLIPS_DIR, media_name)}-clean.png")
+        media.unlink(missing_ok=True)
     if event.has_clip:
         media = Path(f"{os.path.join(CLIPS_DIR, media_name)}.mp4")
         media.unlink(missing_ok=True)
@@ -182,7 +184,7 @@ def event_thumbnail(id):
         thumbnail_bytes = jpg.tobytes()
 
     response = make_response(thumbnail_bytes)
-    response.headers["Content-Type"] = "image/jpg"
+    response.headers["Content-Type"] = "image/jpeg"
     return response
 
 
@@ -223,7 +225,7 @@ def event_snapshot(id):
         return "Event not found", 404
 
     response = make_response(jpg_bytes)
-    response.headers["Content-Type"] = "image/jpg"
+    response.headers["Content-Type"] = "image/jpeg"
     if download:
         response.headers[
             "Content-Disposition"
@@ -359,9 +361,10 @@ def best(camera_name, label):
 
         crop = bool(request.args.get("crop", 0, type=int))
         if crop:
-            box = best_object.get("box", (0, 0, 300, 300))
+            box_size = 300
+            box = best_object.get("box", (0, 0, box_size, box_size))
             region = calculate_region(
-                best_frame.shape, box[0], box[1], box[2], box[3], 1.1
+                best_frame.shape, box[0], box[1], box[2], box[3], box_size, multiplier=1.1
             )
             best_frame = best_frame[region[1] : region[3], region[0] : region[2]]
 
@@ -376,7 +379,7 @@ def best(camera_name, label):
             ".jpg", best_frame, [int(cv2.IMWRITE_JPEG_QUALITY), resize_quality]
         )
         response = make_response(jpg.tobytes())
-        response.headers["Content-Type"] = "image/jpg"
+        response.headers["Content-Type"] = "image/jpeg"
         return response
     else:
         return "Camera named {} not found".format(camera_name), 404
@@ -438,7 +441,7 @@ def latest_frame(camera_name):
             ".jpg", frame, [int(cv2.IMWRITE_JPEG_QUALITY), resize_quality]
         )
         response = make_response(jpg.tobytes())
-        response.headers["Content-Type"] = "image/jpg"
+        response.headers["Content-Type"] = "image/jpeg"
         return response
     else:
         return "Camera named {} not found".format(camera_name), 404

frigate/mqtt.py

@@ -107,7 +107,7 @@ def create_mqtt_client(config: FrigateConfig, camera_metrics):
                     + str(rc)
                 )
 
-        logger.info("MQTT connected")
+        logger.debug("MQTT connected")
         client.subscribe(f"{mqtt_config.topic_prefix}/#")
         client.publish(mqtt_config.topic_prefix + "/available", "online", retain=True)
 

frigate/object_processing.py

@@ -18,12 +18,12 @@ import numpy as np
 
 from frigate.config import CameraConfig, SnapshotsConfig, RecordConfig, FrigateConfig
 from frigate.const import CACHE_DIR, CLIPS_DIR, RECORD_DIR
-from frigate.edgetpu import load_labels
 from frigate.util import (
     SharedMemoryFrameManager,
     calculate_region,
     draw_box_with_label,
     draw_timestamp,
+    load_labels,
 )
 
 logger = logging.getLogger(__name__)
@@ -178,6 +178,7 @@ class TrackedObject:
             "area": self.obj_data["area"],
             "region": self.obj_data["region"],
             "motionless_count": self.obj_data["motionless_count"],
+            "position_changes": self.obj_data["position_changes"],
             "current_zones": self.current_zones.copy(),
             "entered_zones": self.entered_zones.copy(),
             "has_clip": self.has_clip,
@@ -264,8 +265,15 @@ class TrackedObject:
 
         if crop:
             box = self.thumbnail_data["box"]
+            box_size = 300
             region = calculate_region(
-                best_frame.shape, box[0], box[1], box[2], box[3], 1.1
+                best_frame.shape,
+                box[0],
+                box[1],
+                box[2],
+                box[3],
+                box_size,
+                multiplier=1.1,
             )
             best_frame = best_frame[region[1] : region[3], region[0] : region[2]]
 
@@ -731,6 +739,10 @@ class TrackedObjectProcessor(threading.Thread):
         if not snapshot_config.enabled:
             return False
 
+        # object never changed position
+        if obj.obj_data["position_changes"] == 0:
+            return False
+
         # if there are required zones and there is no overlap
         required_zones = snapshot_config.required_zones
         if len(required_zones) > 0 and not set(obj.entered_zones) & set(required_zones):
@@ -751,6 +763,10 @@ class TrackedObjectProcessor(threading.Thread):
         if not record_config.enabled:
             return False
 
+        # object never changed position
+        if obj.obj_data["position_changes"] == 0:
+            return False
+
         # If there are required zones and there is no overlap
         required_zones = record_config.events.required_zones
         if len(required_zones) > 0 and not set(obj.entered_zones) & set(required_zones):
@@ -772,6 +788,10 @@ class TrackedObjectProcessor(threading.Thread):
         return True
 
     def should_mqtt_snapshot(self, camera, obj: TrackedObject):
+        # object never changed position
+        if obj.obj_data["position_changes"] == 0:
+            return False
+
         # if there are required zones and there is no overlap
         required_zones = self.config.cameras[camera].mqtt.required_zones
         if len(required_zones) > 0 and not set(obj.entered_zones) & set(required_zones):

frigate/objects.py

@@ -20,7 +20,9 @@ class ObjectTracker:
     def __init__(self, config: DetectConfig):
         self.tracked_objects = {}
         self.disappeared = {}
+        self.positions = {}
         self.max_disappeared = config.max_disappeared
+        self.detect_config = config
 
     def register(self, index, obj):
         rand_id = "".join(random.choices(string.ascii_lowercase + string.digits, k=6))
@@ -28,24 +30,83 @@ class ObjectTracker:
         obj["id"] = id
         obj["start_time"] = obj["frame_time"]
         obj["motionless_count"] = 0
+        obj["position_changes"] = 0
         self.tracked_objects[id] = obj
         self.disappeared[id] = 0
+        self.positions[id] = {
+            "xmins": [],
+            "ymins": [],
+            "xmaxs": [],
+            "ymaxs": [],
+            "xmin": 0,
+            "ymin": 0,
+            "xmax": self.detect_config.width,
+            "ymax": self.detect_config.height,
+        }
 
     def deregister(self, id):
         del self.tracked_objects[id]
         del self.disappeared[id]
 
+    # tracks the current position of the object based on the last 10 bounding boxes
+    # returns False if the object has moved outside its previous position
+    def update_position(self, id, box):
+        position = self.positions[id]
+        position_box = (
+            position["xmin"],
+            position["ymin"],
+            position["xmax"],
+            position["ymax"],
+        )
+
+        xmin, ymin, xmax, ymax = box
+
+        iou = intersection_over_union(position_box, box)
+
+        # if the iou drops below the threshold
+        # assume the object has moved to a new position and reset the computed box
+        if iou < 0.6:
+            self.positions[id] = {
+                "xmins": [xmin],
+                "ymins": [ymin],
+                "xmaxs": [xmax],
+                "ymaxs": [ymax],
+                "xmin": xmin,
+                "ymin": ymin,
+                "xmax": xmax,
+                "ymax": ymax,
+            }
+            return False
+
+        # if there are less than 10 entries for the position, add the bounding box
+        # and recompute the position box
+        if len(position["xmins"]) < 10:
+            position["xmins"].append(xmin)
+            position["ymins"].append(ymin)
+            position["xmaxs"].append(xmax)
+            position["ymaxs"].append(ymax)
+            # by using percentiles here, we hopefully remove outliers
+            position["xmin"] = np.percentile(position["xmins"], 15)
+            position["ymin"] = np.percentile(position["ymins"], 15)
+            position["xmax"] = np.percentile(position["xmaxs"], 85)
+            position["ymax"] = np.percentile(position["ymaxs"], 85)
+
+        return True
+
     def update(self, id, new_obj):
         self.disappeared[id] = 0
-        if (
+        # update the motionless count if the object has not moved to a new position
-            intersection_over_union(self.tracked_objects[id]["box"], new_obj["box"])
+        if self.update_position(id, new_obj["box"]):
-            > 0.9
-        ):
             self.tracked_objects[id]["motionless_count"] += 1
         else:
             self.tracked_objects[id]["motionless_count"] = 0
+            self.tracked_objects[id]["position_changes"] += 1
         self.tracked_objects[id].update(new_obj)
 
+    def update_frame_times(self, frame_time):
+        for id in self.tracked_objects.keys():
+            self.tracked_objects[id]["frame_time"] = frame_time
+
     def match_and_update(self, frame_time, new_objects):
         # group by name
         new_object_groups = defaultdict(lambda: [])

frigate/record.py

@@ -497,7 +497,8 @@ class RecordingCleanup(threading.Thread):
             oldest_timestamp = datetime.datetime.now().timestamp()
         except FileNotFoundError:
             logger.warning(f"Unable to find file from recordings database: {p}")
-            oldest_timestamp = datetime.datetime.now().timestamp()
+            Recordings.delete().where(Recordings.id == oldest_recording.id).execute()
+            return
 
         logger.debug(f"Oldest recording in the db: {oldest_timestamp}")
         process = sp.run(
@@ -548,7 +549,7 @@ class RecordingCleanup(threading.Thread):
         # self.sync_recordings()
 
         # Expire tmp clips every minute, recordings and clean directories every hour.
-        for counter in itertools.cycle(range(60)):
+        for counter in itertools.cycle(range(self.config.record.expire_interval)):
             if self.stop_event.wait(60):
                 logger.info(f"Exiting recording cleanup...")
                 break

frigate/test/test_config.py

@@ -572,7 +572,7 @@ class TestConfig(unittest.TestCase):
         assert config == frigate_config.dict(exclude_unset=True)
 
         runtime_config = frigate_config.runtime_config
-        assert runtime_config.cameras["back"].motion.frame_height >= 120
+        assert runtime_config.cameras["back"].motion.frame_height == 50
 
     def test_motion_contour_area_dynamic(self):
 
@@ -601,7 +601,7 @@ class TestConfig(unittest.TestCase):
         assert config == frigate_config.dict(exclude_unset=True)
 
         runtime_config = frigate_config.runtime_config
-        assert round(runtime_config.cameras["back"].motion.contour_area) == 99
+        assert round(runtime_config.cameras["back"].motion.contour_area) == 30
 
     def test_merge_labelmap(self):
 
@@ -1244,6 +1244,30 @@ class TestConfig(unittest.TestCase):
         runtime_config = frigate_config.runtime_config
         assert runtime_config.cameras["back"].snapshots.retain.default == 1.5
 
+    def test_fails_on_bad_camera_name(self):
+        config = {
+            "mqtt": {"host": "mqtt"},
+            "snapshots": {"retain": {"default": 1.5}},
+            "cameras": {
+                "back camer#": {
+                    "ffmpeg": {
+                        "inputs": [
+                            {
+                                "path": "rtsp://10.0.0.1:554/video",
+                                "roles": ["detect"],
+                            },
+                        ]
+                    },
+                }
+            },
+        }
+
+        frigate_config = FrigateConfig(**config)
+
+        self.assertRaises(
+            ValidationError, lambda: frigate_config.runtime_config.cameras
+        )
+
 
 if __name__ == "__main__":
     unittest.main(verbosity=2)

frigate/test/test_reduce_boxes.py

@@ -1,4 +1,3 @@
-import cv2
 import numpy as np
 from unittest import TestCase, main
 from frigate.video import box_overlaps, reduce_boxes

frigate/util.py

@@ -189,12 +189,12 @@ def draw_box_with_label(
     )
 
 
-def calculate_region(frame_shape, xmin, ymin, xmax, ymax, multiplier=2):
+def calculate_region(frame_shape, xmin, ymin, xmax, ymax, model_size, multiplier=2):
     # size is the longest edge and divisible by 4
     size = int((max(xmax - xmin, ymax - ymin) * multiplier) // 4 * 4)
-    # dont go any smaller than 300
+    # dont go any smaller than the model_size
-    if size < 300:
+    if size < model_size:
-        size = 300
+        size = model_size
 
     # x_offset is midpoint of bounding box minus half the size
     x_offset = int((xmax - xmin) / 2.0 + xmin - size / 2.0)
@@ -601,6 +601,24 @@ def add_mask(mask, mask_img):
     )
     cv2.fillPoly(mask_img, pts=[contour], color=(0))
 
+def load_labels(path, encoding="utf-8"):
+    """Loads labels from file (with or without index numbers).
+    Args:
+      path: path to label file.
+      encoding: label file encoding.
+    Returns:
+      Dictionary mapping indices to labels.
+    """
+    with open(path, "r", encoding=encoding) as f:
+        lines = f.readlines()
+        if not lines:
+            return {}
+
+        if lines[0].split(" ", maxsplit=1)[0].isdigit():
+            pairs = [line.split(" ", maxsplit=1) for line in lines]
+            return {int(index): label.strip() for index, label in pairs}
+        else:
+            return {index: line.strip() for index, line in enumerate(lines)}
 
 class FrameManager(ABC):
     @abstractmethod

frigate/video.py

@@ -3,6 +3,7 @@ import itertools
 import logging
 import multiprocessing as mp
 import queue
+import random
 import signal
 import subprocess as sp
 import threading
@@ -469,6 +470,8 @@ def process_frames(
     fps_tracker = EventsPerSecond()
     fps_tracker.start()
 
+    startup_scan_counter = 0
+
     while not stop_event.is_set():
         if exit_on_empty and frame_queue.empty():
             logger.info(f"Exiting track_objects...")
@@ -512,7 +515,10 @@ def process_frames(
             # if there hasn't been motion for 10 frames
             if obj["motionless_count"] >= 10
             # and it isn't due for a periodic check
-            and obj["motionless_count"] % detect_config.stationary_interval != 0
+            and (
+                detect_config.stationary_interval == 0
+                or obj["motionless_count"] % detect_config.stationary_interval != 0
+            )
             # and it hasn't disappeared
             and object_tracker.disappeared[obj["id"]] == 0
             # and it doesn't overlap with any current motion boxes
@@ -529,18 +535,42 @@ def process_frames(
         # combine motion boxes with known locations of existing objects
         combined_boxes = reduce_boxes(motion_boxes + tracked_object_boxes)
 
+        region_min_size = max(model_shape[0], model_shape[1])
         # compute regions
         regions = [
-            calculate_region(frame_shape, a[0], a[1], a[2], a[3], 1.2)
+            calculate_region(
+                frame_shape,
+                a[0],
+                a[1],
+                a[2],
+                a[3],
+                region_min_size,
+                multiplier=random.uniform(1.2, 1.5),
+            )
             for a in combined_boxes
         ]
 
         # consolidate regions with heavy overlap
         regions = [
-            calculate_region(frame_shape, a[0], a[1], a[2], a[3], 1.0)
+            calculate_region(
+                frame_shape, a[0], a[1], a[2], a[3], region_min_size, multiplier=1.0
+            )
             for a in reduce_boxes(regions, 0.4)
         ]
 
+        # if starting up, get the next startup scan region
+        if startup_scan_counter < 9:
+            ymin = int(frame_shape[0] / 3 * startup_scan_counter / 3)
+            ymax = int(frame_shape[0] / 3 + ymin)
+            xmin = int(frame_shape[1] / 3 * startup_scan_counter / 3)
+            xmax = int(frame_shape[1] / 3 + xmin)
+            regions.append(
+                calculate_region(
+                    frame_shape, xmin, ymin, xmax, ymax, region_min_size, multiplier=1.2
+                )
+            )
+            startup_scan_counter += 1
+
         # resize regions and detect
         # seed with stationary objects
         detections = [
@@ -554,6 +584,7 @@ def process_frames(
             for obj in object_tracker.tracked_objects.values()
             if obj["id"] in stationary_object_ids
         ]
+
         for region in regions:
             detections.extend(
                 detect(
@@ -569,7 +600,7 @@ def process_frames(
         #########
         # merge objects, check for clipped objects and look again up to 4 times
         #########
-        refining = True
+        refining = len(regions) > 0
         refine_count = 0
         while refining and refine_count < 4:
             refining = False
@@ -596,7 +627,7 @@ def process_frames(
                         box = obj[2]
                         # calculate a new region that will hopefully get the entire object
                         region = calculate_region(
-                            frame_shape, box[0], box[1], box[2], box[3]
+                            frame_shape, box[0], box[1], box[2], box[3], region_min_size
                         )
 
                         regions.append(region)
@@ -624,44 +655,49 @@ def process_frames(
 
         ## drop detections that overlap too much
         consolidated_detections = []
-        # group by name
-        detected_object_groups = defaultdict(lambda: [])
-        for detection in detections:
-            detected_object_groups[detection[0]].append(detection)
 
-        # loop over detections grouped by label
+        # if detection was run on this frame, consolidate
-        for group in detected_object_groups.values():
+        if len(regions) > 0:
-            # if the group only has 1 item, skip
+            # group by name
-            if len(group) == 1:
+            detected_object_groups = defaultdict(lambda: [])
-                consolidated_detections.append(group[0])
+            for detection in detections:
-                continue
+                detected_object_groups[detection[0]].append(detection)
 
-            # sort smallest to largest by area
+            # loop over detections grouped by label
-            sorted_by_area = sorted(group, key=lambda g: g[3])
+            for group in detected_object_groups.values():
+                # if the group only has 1 item, skip
+                if len(group) == 1:
+                    consolidated_detections.append(group[0])
+                    continue
 
-            for current_detection_idx in range(0, len(sorted_by_area)):
+                # sort smallest to largest by area
-                current_detection = sorted_by_area[current_detection_idx][2]
+                sorted_by_area = sorted(group, key=lambda g: g[3])
-                overlap = 0
+
-                for to_check_idx in range(
+                for current_detection_idx in range(0, len(sorted_by_area)):
-                    min(current_detection_idx + 1, len(sorted_by_area)),
+                    current_detection = sorted_by_area[current_detection_idx][2]
-                    len(sorted_by_area),
+                    overlap = 0
-                ):
+                    for to_check_idx in range(
-                    to_check = sorted_by_area[to_check_idx][2]
+                        min(current_detection_idx + 1, len(sorted_by_area)),
-                    # if 90% of smaller detection is inside of another detection, consolidate
+                        len(sorted_by_area),
-                    if (
-                        area(intersection(current_detection, to_check))
-                        / area(current_detection)
-                        > 0.9
                     ):
-                        overlap = 1
+                        to_check = sorted_by_area[to_check_idx][2]
-                        break
+                        # if 90% of smaller detection is inside of another detection, consolidate
-                if overlap == 0:
+                        if (
-                    consolidated_detections.append(
+                            area(intersection(current_detection, to_check))
-                        sorted_by_area[current_detection_idx]
+                            / area(current_detection)
-                    )
+                            > 0.9
-
+                        ):
-        # now that we have refined our detections, we need to track objects
+                            overlap = 1
-        object_tracker.match_and_update(frame_time, consolidated_detections)
+                            break
+                    if overlap == 0:
+                        consolidated_detections.append(
+                            sorted_by_area[current_detection_idx]
+                        )
+            # now that we have refined our detections, we need to track objects
+            object_tracker.match_and_update(frame_time, consolidated_detections)
+        # else, just update the frame times for the stationary objects
+        else:
+            object_tracker.update_frame_times(frame_time)
 
         # add to the queue if not full
         if detected_objects_queue.full():

web/src/components/Calender.jsx

@@ -0,0 +1,329 @@
+import { h } from 'preact';
+import { useEffect, useState, useCallback, useMemo, useRef } from 'preact/hooks';
+import ArrowRight from '../icons/ArrowRight';
+import ArrowRightDouble from '../icons/ArrowRightDouble';
+
+const todayTimestamp = new Date().setHours(0, 0, 0, 0).valueOf();
+
+const Calender = ({ onChange, calenderRef, close }) => {
+  const keyRef = useRef([]);
+
+  const date = new Date();
+  const year = date.getFullYear();
+  const month = date.getMonth();
+
+  const daysMap = useMemo(() => ['Sunday', 'Monday', 'Tuesday', 'Wednesday', 'Thursday', 'Friday', 'Saturday'], []);
+  const monthMap = useMemo(
+    () => [
+      'January',
+      'February',
+      'March',
+      'April',
+      'May',
+      'June',
+      'July',
+      'August',
+      'September',
+      'October',
+      'November',
+      'December',
+    ],
+    []
+  );
+
+  const [state, setState] = useState({
+    getMonthDetails: [],
+    year,
+    month,
+    selectedDay: null,
+    timeRange: { before: null, after: null },
+    monthDetails: null,
+  });
+
+  const getNumberOfDays = useCallback((year, month) => {
+    return 40 - new Date(year, month, 40).getDate();
+  }, []);
+
+  const getDayDetails = useCallback(
+    (args) => {
+      const date = args.index - args.firstDay;
+      const day = args.index % 7;
+      let prevMonth = args.month - 1;
+      let prevYear = args.year;
+      if (prevMonth < 0) {
+        prevMonth = 11;
+        prevYear--;
+      }
+      const prevMonthNumberOfDays = getNumberOfDays(prevYear, prevMonth);
+      const _date = (date < 0 ? prevMonthNumberOfDays + date : date % args.numberOfDays) + 1;
+      const month = date < 0 ? -1 : date >= args.numberOfDays ? 1 : 0;
+      const timestamp = new Date(args.year, args.month, _date).getTime();
+      return {
+        date: _date,
+        day,
+        month,
+        timestamp,
+        dayString: daysMap[day],
+      };
+    },
+    [getNumberOfDays, daysMap]
+  );
+
+  const getMonthDetails = useCallback(
+    (year, month) => {
+      const firstDay = new Date(year, month).getDay();
+      const numberOfDays = getNumberOfDays(year, month);
+      const monthArray = [];
+      const rows = 6;
+      let currentDay = null;
+      let index = 0;
+      const cols = 7;
+
+      for (let row = 0; row < rows; row++) {
+        for (let col = 0; col < cols; col++) {
+          currentDay = getDayDetails({
+            index,
+            numberOfDays,
+            firstDay,
+            year,
+            month,
+          });
+          monthArray.push(currentDay);
+          index++;
+        }
+      }
+      return monthArray;
+    },
+    [getNumberOfDays, getDayDetails]
+  );
+
+  useEffect(() => {
+    setState((prev) => ({ ...prev, selectedDay: todayTimestamp, monthDetails: getMonthDetails(year, month) }));
+  }, [year, month, getMonthDetails]);
+
+  useEffect(() => {
+    // add refs for keyboard navigation
+    if (state.monthDetails) {
+      keyRef.current = keyRef.current.slice(0, state.monthDetails.length);
+    }
+    // set today date in focus for keyboard navigation
+    const todayDate = new Date(todayTimestamp).getDate();
+    keyRef.current.find((t) => t.tabIndex === todayDate)?.focus();
+  }, [state.monthDetails]);
+
+  const isCurrentDay = (day) => day.timestamp === todayTimestamp;
+
+  const isSelectedRange = useCallback(
+    (day) => {
+      if (!state.timeRange.after || !state.timeRange.before) return;
+
+      return day.timestamp < state.timeRange.before && day.timestamp >= state.timeRange.after;
+    },
+    [state.timeRange]
+  );
+
+  const isFirstDayInRange = useCallback(
+    (day) => {
+      if (isCurrentDay(day)) return;
+      return state.timeRange.after === day.timestamp;
+    },
+    [state.timeRange.after]
+  );
+
+  const isLastDayInRange = useCallback(
+    (day) => {
+      return state.timeRange.before === new Date(day.timestamp).setHours(24, 0, 0, 0);
+    },
+    [state.timeRange.before]
+  );
+
+  const getMonthStr = useCallback(
+    (month) => {
+      return monthMap[Math.max(Math.min(11, month), 0)] || 'Month';
+    },
+    [monthMap]
+  );
+
+  const onDateClick = (day) => {
+    const { before, after } = state.timeRange;
+    let timeRange = { before: null, after: null };
+
+    // user has selected a date < after, reset values
+    if (after === null || day.timestamp < after) {
+      timeRange = { before: new Date(day.timestamp).setHours(24, 0, 0, 0), after: day.timestamp };
+    }
+
+    // user has selected a date > after
+    if (after !== null && before !== new Date(day.timestamp).setHours(24, 0, 0, 0) && day.timestamp > after) {
+      timeRange = {
+        after,
+        before:
+          day.timestamp >= todayTimestamp
+            ? new Date(todayTimestamp).setHours(24, 0, 0, 0)
+            : new Date(day.timestamp).setHours(24, 0, 0, 0),
+      };
+    }
+
+    // reset values
+    if (before === new Date(day.timestamp).setHours(24, 0, 0, 0)) {
+      timeRange = { before: null, after: null };
+    }
+
+    setState((prev) => ({
+      ...prev,
+      timeRange,
+      selectedDay: day.timestamp,
+    }));
+
+    if (onChange) {
+      onChange(timeRange.after ? { before: timeRange.before / 1000, after: timeRange.after / 1000 } : ['all']);
+    }
+  };
+
+  const setYear = useCallback(
+    (offset) => {
+      const year = state.year + offset;
+      const month = state.month;
+      setState((prev) => {
+        return {
+          ...prev,
+          year,
+          monthDetails: getMonthDetails(year, month),
+        };
+      });
+    },
+    [state.year, state.month, getMonthDetails]
+  );
+
+  const setMonth = (offset) => {
+    let year = state.year;
+    let month = state.month + offset;
+    if (month === -1) {
+      month = 11;
+      year--;
+    } else if (month === 12) {
+      month = 0;
+      year++;
+    }
+    setState((prev) => {
+      return {
+        ...prev,
+        year,
+        month,
+        monthDetails: getMonthDetails(year, month),
+      };
+    });
+  };
+
+  const handleKeydown = (e, day, index) => {
+    if ((keyRef.current && e.key === 'Enter') || e.keyCode === 32) {
+      e.preventDefault();
+      day.month === 0 && onDateClick(day);
+    }
+    if (e.key === 'ArrowLeft') {
+      index > 0 && keyRef.current[index - 1].focus();
+    }
+    if (e.key === 'ArrowRight') {
+      index < 41 && keyRef.current[index + 1].focus();
+    }
+    if (e.key === 'ArrowUp') {
+      e.preventDefault();
+      index > 6 && keyRef.current[index - 7].focus();
+    }
+    if (e.key === 'ArrowDown') {
+      e.preventDefault();
+      index < 36 && keyRef.current[index + 7].focus();
+    }
+    if (e.key === 'Escape') {
+      close();
+    }
+  };
+
+  const renderCalendar = () => {
+    const days =
+      state.monthDetails &&
+      state.monthDetails.map((day, idx) => {
+        return (
+          <div
+            onClick={() => onDateClick(day)}
+            onkeydown={(e) => handleKeydown(e, day, idx)}
+            ref={(ref) => (keyRef.current[idx] = ref)}
+            tabIndex={day.month === 0 ? day.date : null}
+            className={`h-12 w-12 float-left flex flex-shrink justify-center items-center cursor-pointer ${
+              day.month !== 0 ? ' opacity-50 bg-gray-700 dark:bg-gray-700 pointer-events-none' : ''
+            }
+              ${isFirstDayInRange(day) ? ' rounded-l-xl ' : ''}
+              ${isSelectedRange(day) ? ' bg-blue-600 dark:hover:bg-blue-600' : ''}
+              ${isLastDayInRange(day) ? ' rounded-r-xl ' : ''}
+              ${isCurrentDay(day) && !isLastDayInRange(day) ? 'rounded-full bg-gray-100 dark:hover:bg-gray-100 ' : ''}`}
+            key={idx}
+          >
+            <div className="font-light">
+              <span className="text-gray-400">{day.date}</span>
+            </div>
+          </div>
+        );
+      });
+
+    return (
+      <div>
+        <div className="w-full flex justify-start flex-shrink">
+          {['SUN', 'MON', 'TUE', 'WED', 'THU', 'FRI', 'SAT'].map((d, i) => (
+            <div key={i} className="w-12 text-xs font-light text-center">
+              {d}
+            </div>
+          ))}
+        </div>
+        <div className="w-full h-56">{days}</div>
+      </div>
+    );
+  };
+
+  return (
+    <div className="select-none w-96 flex flex-shrink" ref={calenderRef}>
+      <div className="py-4 px-6">
+        <div className="flex items-center">
+          <div className="w-1/6 relative flex justify-around">
+            <div
+              tabIndex={100}
+              className="flex justify-center items-center cursor-pointer absolute  -mt-4 text-center rounded-full w-10 h-10 bg-gray-500 hover:bg-gray-200 dark:hover:bg-gray-800"
+              onClick={() => setYear(-1)}
+            >
+              <ArrowRightDouble className="h-2/6 transform rotate-180 " />
+            </div>
+          </div>
+          <div className="w-1/6 relative flex justify-around ">
+            <div
+              tabIndex={101}
+              className="flex justify-center items-center cursor-pointer absolute  -mt-4 text-center rounded-full w-10 h-10 bg-gray-500 hover:bg-gray-200 dark:hover:bg-gray-800"
+              onClick={() => setMonth(-1)}
+            >
+              <ArrowRight className="h-2/6 transform rotate-180 red" />
+            </div>
+          </div>
+          <div className="w-1/3">
+            <div className="text-3xl text-center text-gray-200 font-extralight">{state.year}</div>
+            <div className="text-center text-gray-400 font-extralight">{getMonthStr(state.month)}</div>
+          </div>
+          <div className="w-1/6 relative flex justify-around ">
+            <div
+              tabIndex={102}
+              className="flex justify-center items-center cursor-pointer absolute  -mt-4 text-center rounded-full w-10 h-10 bg-gray-500 hover:bg-gray-200 dark:hover:bg-gray-800"
+              onClick={() => setMonth(1)}
+            >
+              <ArrowRight className="h-2/6" />
+            </div>
+          </div>
+          <div className="w-1/6 relative flex justify-around " tabIndex={104} onClick={() => setYear(1)}>
+            <div className="flex justify-center items-center cursor-pointer absolute  -mt-4 text-center rounded-full w-10 h-10 bg-gray-500 hover:bg-gray-200 dark:hover:bg-gray-800">
+              <ArrowRightDouble className="h-2/6" />
+            </div>
+          </div>
+        </div>
+        <div className="mt-3">{renderCalendar()}</div>
+      </div>
+    </div>
+  );
+};
+
+export default Calender;

web/src/components/DatePicker.jsx

@@ -0,0 +1,162 @@
+import { h } from 'preact';
+import { useCallback, useEffect, useState } from 'preact/hooks';
+
+export const DateFilterOptions = [
+  {
+    label: 'All',
+    value: ['all'],
+  },
+  {
+    label: 'Today',
+    value: {
+      //Before
+      before: new Date().setHours(24, 0, 0, 0) / 1000,
+      //After
+      after: new Date().setHours(0, 0, 0, 0) / 1000,
+    },
+  },
+  {
+    label: 'Yesterday',
+    value: {
+      //Before
+      before: new Date(new Date().setDate(new Date().getDate() - 1)).setHours(24, 0, 0, 0) / 1000,
+      //After
+      after: new Date(new Date().setDate(new Date().getDate() - 1)).setHours(0, 0, 0, 0) / 1000,
+    },
+  },
+  {
+    label: 'Last 7 Days',
+    value: {
+      //Before
+      before: new Date().setHours(24, 0, 0, 0) / 1000,
+      //After
+      after: new Date(new Date().setDate(new Date().getDate() - 7)).setHours(0, 0, 0, 0) / 1000,
+    },
+  },
+  {
+    label: 'This Month',
+    value: {
+      //Before
+      before: new Date().setHours(24, 0, 0, 0) / 1000,
+      //After
+      after: new Date(new Date().getFullYear(), new Date().getMonth(), 1).getTime() / 1000,
+    },
+  },
+  {
+    label: 'Last Month',
+    value: {
+      //Before
+      before: new Date(new Date().getFullYear(), new Date().getMonth(), 1).getTime() / 1000,
+      //After
+      after: new Date(new Date().getFullYear(), new Date().getMonth() - 1, 1).getTime() / 1000,
+    },
+  },
+  {
+    label: 'Custom Range',
+    value: 'custom_range',
+  },
+];
+
+export default function DatePicker({
+  helpText,
+  keyboardType = 'text',
+  inputRef,
+  label,
+  leadingIcon: LeadingIcon,
+  onBlur,
+  onChangeText,
+  onFocus,
+  readonly,
+  trailingIcon: TrailingIcon,
+  value: propValue = '',
+  ...props
+}) {
+  const [isFocused, setFocused] = useState(false);
+  const [value, setValue] = useState(propValue);
+
+  useEffect(() => {
+    if (propValue !== value) {
+      setValue(propValue);
+    }
+  }, [propValue, setValue, value]);
+
+  const handleFocus = useCallback(
+    (event) => {
+      setFocused(true);
+      onFocus && onFocus(event);
+    },
+    [onFocus]
+  );
+
+  const handleBlur = useCallback(
+    (event) => {
+      setFocused(false);
+      onBlur && onBlur(event);
+    },
+    [onBlur]
+  );
+
+  const handleChange = useCallback(
+    (event) => {
+      const { value } = event.target;
+      setValue(value);
+      onChangeText && onChangeText(value);
+    },
+    [onChangeText, setValue]
+  );
+
+  const onClick = (e) => {
+    props.onclick(e);
+  };
+  const labelMoved = isFocused || value !== '';
+
+  return (
+    <div className="w-full">
+      {props.children}
+      <div
+        className={`bg-gray-100 dark:bg-gray-700 rounded rounded-b-none border-gray-400 border-b p-1 pl-4 pr-3 ${
+          isFocused ? 'border-blue-500 dark:border-blue-500' : ''
+        }`}
+        ref={inputRef}
+      >
+        <label
+          className="flex space-x-2 items-center"
+          data-testid={`label-${label.toLowerCase().replace(/[^\w]+/g, '_')}`}
+        >
+          {LeadingIcon ? (
+            <div className="w-10 h-full">
+              <LeadingIcon />
+            </div>
+          ) : null}
+          <div className="relative w-full">
+            <input
+              className="h-6 mt-6 w-full bg-transparent focus:outline-none focus:ring-0"
+              type={keyboardType}
+              readOnly
+              onBlur={handleBlur}
+              onFocus={handleFocus}
+              onInput={handleChange}
+              tabIndex="0"
+              onClick={onClick}
+              value={propValue}
+              {...props}
+            />
+            <div
+              className={`absolute top-3 transition transform text-gray-600 dark:text-gray-400 ${
+                labelMoved ? 'text-xs -translate-y-2' : ''
+              } ${isFocused ? 'text-blue-500 dark:text-blue-500' : ''}`}
+            >
+              <p>{label}</p>
+            </div>
+          </div>
+          {TrailingIcon ? (
+            <div className="w-10 h-10">
+              <TrailingIcon />
+            </div>
+          ) : null}
+        </label>
+      </div>
+      {helpText ? <div className="text-xs pl-3 pt-1">{helpText}</div> : null}
+    </div>
+  );
+}

web/src/components/RelativeModal.jsx

@@ -27,7 +27,7 @@ export default function RelativeModal({
 
   const handleKeydown = useCallback(
     (event) => {
-      const focusable = ref.current.querySelectorAll('[tabindex]');
+      const focusable = ref.current && ref.current.querySelectorAll('[tabindex]');
       if (event.key === 'Tab' && focusable.length) {
         if (event.shiftKey && document.activeElement === focusable[0]) {
           focusable[focusable.length - 1].focus();
@@ -69,14 +69,15 @@ export default function RelativeModal({
       let newTop = top;
       let newLeft = left;
 
-      // too far right
-      if (newLeft + width + WINDOW_PADDING >= windowWidth - WINDOW_PADDING) {
-        newLeft = windowWidth - width - WINDOW_PADDING;
-      }
       // too far left
-      else if (left < WINDOW_PADDING) {
+      if (left < WINDOW_PADDING) {
         newLeft = WINDOW_PADDING;
       }
+      // too far right
+      else if (newLeft + width + WINDOW_PADDING >= windowWidth - WINDOW_PADDING) {
+        newLeft = windowWidth - width - WINDOW_PADDING;
+      }
+
       // too close to bottom
       if (top + menuHeight > windowHeight - WINDOW_PADDING + window.scrollY) {
         newTop = WINDOW_PADDING;

web/src/components/Select.jsx

@@ -3,74 +3,27 @@ import ArrowDropdown from '../icons/ArrowDropdown';
 import ArrowDropup from '../icons/ArrowDropup';
 import Menu, { MenuItem } from './Menu';
 import TextField from './TextField';
+import DatePicker from './DatePicker';
+import Calender from './Calender';
 import { useCallback, useEffect, useMemo, useRef, useState } from 'preact/hooks';
 
-export default function Select({ label, onChange, options: inputOptions = [], selected: propSelected }) {
+export default function Select({
+  type,
+  label,
+  onChange,
+  paramName,
+  options: inputOptions = [],
+  selected: propSelected,
+}) {
   const options = useMemo(
     () =>
       typeof inputOptions[0] === 'string' ? inputOptions.map((opt) => ({ value: opt, label: opt })) : inputOptions,
     [inputOptions]
   );
+
   const [showMenu, setShowMenu] = useState(false);
-  const [selected, setSelected] = useState(
+  const [selected, setSelected] = useState();
-    Math.max(
+  const [datePickerValue, setDatePickerValue] = useState();
-      options.findIndex(({ value }) => value === propSelected),
-      0
-    )
-  );
-  const [focused, setFocused] = useState(null);
-
-  const ref = useRef(null);
-
-  const handleSelect = useCallback(
-    (value, label) => {
-      setSelected(options.findIndex((opt) => opt.value === value));
-      onChange && onChange(value, label);
-      setShowMenu(false);
-    },
-    [onChange, options]
-  );
-
-  const handleClick = useCallback(() => {
-    setShowMenu(true);
-  }, [setShowMenu]);
-
-  const handleKeydown = useCallback(
-    (event) => {
-      switch (event.key) {
-        case 'Enter': {
-          if (!showMenu) {
-            setShowMenu(true);
-            setFocused(selected);
-          } else {
-            setSelected(focused);
-            onChange && onChange(options[focused].value, options[focused].label);
-            setShowMenu(false);
-          }
-          break;
-        }
-
-        case 'ArrowDown': {
-          const newIndex = focused + 1;
-          newIndex < options.length && setFocused(newIndex);
-          break;
-        }
-
-        case 'ArrowUp': {
-          const newIndex = focused - 1;
-          newIndex > -1 && setFocused(newIndex);
-          break;
-        }
-
-        // no default
-      }
-    },
-    [onChange, options, showMenu, setShowMenu, setFocused, focused, selected]
-  );
-
-  const handleDismiss = useCallback(() => {
-    setShowMenu(false);
-  }, [setShowMenu]);
 
   // Reset the state if the prop value changes
   useEffect(() => {
@@ -85,25 +38,219 @@ export default function Select({ label, onChange, options: inputOptions = [], se
     // DO NOT include `selected`
   }, [options, propSelected]); // eslint-disable-line react-hooks/exhaustive-deps
 
-  return (
+  useEffect(() => {
-    <Fragment>
+    if (type === 'datepicker') {
-      <TextField
+      if ('after' && 'before' in propSelected) {
-        inputRef={ref}
+        if (!propSelected.before || !propSelected.after) return setDatePickerValue('all');
-        label={label}
+
-        onchange={onChange}
+        for (let i = 0; i < inputOptions.length; i++) {
-        onclick={handleClick}
+          if (
-        onkeydown={handleKeydown}
+            inputOptions[i].value &&
-        readonly
+            Object.entries(inputOptions[i].value).sort().toString() === Object.entries(propSelected).sort().toString()
-        trailingIcon={showMenu ? ArrowDropup : ArrowDropdown}
+          ) {
-        value={options[selected]?.label}
+            setDatePickerValue(inputOptions[i]?.label);
-      />
+            break;
-      {showMenu ? (
+          } else {
-        <Menu className="rounded-t-none" onDismiss={handleDismiss} relativeTo={ref} widthRelative>
+            setDatePickerValue(
-          {options.map(({ value, label }, i) => (
+              `${new Date(propSelected.after * 1000).toLocaleDateString()} -> ${new Date(
-            <MenuItem key={value} label={label} focus={focused === i} onSelect={handleSelect} value={value} />
+                propSelected.before * 1000 - 1
-          ))}
+              ).toLocaleDateString()}`
-        </Menu>
+            );
-      ) : null}
+          }
-    </Fragment>
+        }
+      }
+    }
+    if (type === 'dropdown') {
+      setSelected(
+        Math.max(
+          options.findIndex(({ value }) => Object.values(propSelected).includes(value)),
+          0
+        )
+      );
+    }
+  }, [type, options, inputOptions, propSelected, setSelected]);
+
+  const [focused, setFocused] = useState(null);
+  const [showCalender, setShowCalender] = useState(false);
+  const calenderRef = useRef(null);
+  const ref = useRef(null);
+
+  const handleSelect = useCallback(
+    (value) => {
+      setSelected(options.findIndex(({ value }) => Object.values(propSelected).includes(value)));
+      setShowMenu(false);
+
+      //show calender date range picker
+      if (value === 'custom_range') return setShowCalender(true);
+      onChange && onChange(value);
+    },
+    [onChange, options, propSelected, setSelected]
   );
+
+  const handleDateRange = useCallback(
+    (range) => {
+      onChange && onChange(range);
+      setShowMenu(false);
+    },
+    [onChange]
+  );
+
+  const handleClick = useCallback(() => {
+    setShowMenu(true);
+  }, [setShowMenu]);
+
+  const handleKeydownDatePicker = useCallback(
+    (event) => {
+      switch (event.key) {
+        case 'Enter': {
+          if (!showMenu) {
+            setShowMenu(true);
+            setFocused(selected);
+          } else {
+            setSelected(focused);
+            if (options[focused].value === 'custom_range') {
+              setShowMenu(false);
+              return setShowCalender(true);
+            }
+
+            onChange && onChange(options[focused].value);
+            setShowMenu(false);
+          }
+          break;
+        }
+
+        case 'ArrowDown': {
+          event.preventDefault();
+          const newIndex = focused + 1;
+          newIndex < options.length && setFocused(newIndex);
+          break;
+        }
+
+        case 'ArrowUp': {
+          event.preventDefault();
+          const newIndex = focused - 1;
+          newIndex > -1 && setFocused(newIndex);
+          break;
+        }
+
+        // no default
+      }
+    },
+    [onChange, options, showMenu, setShowMenu, setFocused, focused, selected]
+  );
+
+  const handleKeydown = useCallback(
+    (event) => {
+      switch (event.key) {
+        case 'Enter': {
+          if (!showMenu) {
+            setShowMenu(true);
+            setFocused(selected);
+          } else {
+            setSelected(focused);
+            onChange && onChange({ [paramName]: options[focused].value });
+            setShowMenu(false);
+          }
+          break;
+        }
+
+        case 'ArrowDown': {
+          event.preventDefault();
+          const newIndex = focused + 1;
+          newIndex < options.length && setFocused(newIndex);
+          break;
+        }
+
+        case 'ArrowUp': {
+          event.preventDefault();
+          const newIndex = focused - 1;
+          newIndex > -1 && setFocused(newIndex);
+          break;
+        }
+
+        // no default
+      }
+    },
+    [onChange, options, showMenu, setShowMenu, setFocused, focused, selected, paramName]
+  );
+
+  const handleDismiss = useCallback(() => {
+    setShowMenu(false);
+  }, [setShowMenu]);
+
+  const findDOMNodes = (component) => {
+    return (component && (component.base || (component.nodeType === 1 && component))) || null;
+  };
+
+  useEffect(() => {
+    const addBackDrop = (e) => {
+      if (showCalender && !findDOMNodes(calenderRef.current).contains(e.target)) {
+        setShowCalender(false);
+      }
+    };
+    window.addEventListener('click', addBackDrop);
+
+    return function cleanup() {
+      window.removeEventListener('click', addBackDrop);
+    };
+  }, [showCalender]);
+
+  switch (type) {
+    case 'datepicker':
+      return (
+        <Fragment>
+          <DatePicker
+            inputRef={ref}
+            label={label}
+            onchange={onChange}
+            onclick={handleClick}
+            onkeydown={handleKeydownDatePicker}
+            trailingIcon={showMenu ? ArrowDropup : ArrowDropdown}
+            value={datePickerValue}
+          />
+          {showCalender && (
+            <Menu className="rounded-t-none" onDismiss={handleDismiss} relativeTo={ref}>
+              <Calender onChange={handleDateRange} calenderRef={calenderRef} close={() => setShowCalender(false)} />
+            </Menu>
+          )}
+          {showMenu ? (
+            <Menu className="rounded-t-none" onDismiss={handleDismiss} relativeTo={ref} widthRelative>
+              {options.map(({ value, label }, i) => (
+                <MenuItem key={value} label={label} focus={focused === i} onSelect={handleSelect} value={value} />
+              ))}
+            </Menu>
+          ) : null}
+        </Fragment>
+      );
+
+    // case 'dropdown':
+    default:
+      return (
+        <Fragment>
+          <TextField
+            inputRef={ref}
+            label={label}
+            onchange={onChange}
+            onclick={handleClick}
+            onkeydown={handleKeydown}
+            readonly
+            trailingIcon={showMenu ? ArrowDropup : ArrowDropdown}
+            value={options[selected]?.label}
+          />
+          {showMenu ? (
+            <Menu className="rounded-t-none" onDismiss={handleDismiss} relativeTo={ref} widthRelative>
+              {options.map(({ value, label }, i) => (
+                <MenuItem
+                  key={value}
+                  label={label}
+                  focus={focused === i}
+                  onSelect={handleSelect}
+                  value={{ [paramName]: value }}
+                />
+              ))}
+            </Menu>
+          ) : null}
+        </Fragment>
+      );
+  }
 }

web/src/components/__tests__/Select.test.jsx

@@ -5,21 +5,40 @@ import { fireEvent, render, screen } from '@testing-library/preact';
 describe('Select', () => {
   test('on focus, shows a menu', async () => {
     const handleChange = jest.fn();
-    render(<Select label="Tacos" onChange={handleChange} options={['tacos', 'burritos']} />);
+    render(
+      <Select
+        label="Tacos"
+        type="dropdown"
+        onChange={handleChange}
+        options={['all', 'tacos', 'burritos']}
+        paramName={['dinner']}
+        selected=""
+      />
+    );
 
     expect(screen.queryByRole('listbox')).not.toBeInTheDocument();
     fireEvent.click(screen.getByRole('textbox'));
     expect(screen.queryByRole('listbox')).toBeInTheDocument();
+    expect(screen.queryByRole('option', { name: 'all' })).toBeInTheDocument();
     expect(screen.queryByRole('option', { name: 'tacos' })).toBeInTheDocument();
     expect(screen.queryByRole('option', { name: 'burritos' })).toBeInTheDocument();
 
-    fireEvent.click(screen.queryByRole('option', { name: 'burritos' }));
+    fireEvent.click(screen.queryByRole('option', { name: 'tacos' }));
-    expect(handleChange).toHaveBeenCalledWith('burritos', 'burritos');
+    expect(handleChange).toHaveBeenCalledWith({ dinner: 'tacos' });
   });
 
   test('allows keyboard navigation', async () => {
     const handleChange = jest.fn();
-    render(<Select label="Tacos" onChange={handleChange} options={['tacos', 'burritos']} />);
+    render(
+      <Select
+        label="Tacos"
+        type="dropdown"
+        onChange={handleChange}
+        options={['tacos', 'burritos']}
+        paramName={['dinner']}
+        selected=""
+      />
+    );
 
     expect(screen.queryByRole('listbox')).not.toBeInTheDocument();
     const input = screen.getByRole('textbox');
@@ -29,6 +48,6 @@ describe('Select', () => {
 
     fireEvent.keyDown(input, { key: 'ArrowDown', code: 'ArrowDown' });
     fireEvent.keyDown(input, { key: 'Enter', code: 'Enter' });
-    expect(handleChange).toHaveBeenCalledWith('burritos', 'burritos');
+    expect(handleChange).toHaveBeenCalledWith({ dinner: 'burritos' });
   });
 });

web/src/hooks/useSearchString.jsx

@@ -18,7 +18,8 @@ export const useSearchString = (limit, searchParams) => {
   const removeDefaultSearchKeys = useCallback((searchParams) => {
     searchParams.delete('limit');
     searchParams.delete('include_thumbnails');
-    searchParams.delete('before');
+    // removed deletion of "before" as its used by DatePicker
+    // searchParams.delete('before');
   }, []);
 
   return { searchString, setSearchString, removeDefaultSearchKeys };

web/src/icons/ArrowLeft.jsx

@@ -0,0 +1,18 @@
+import { h } from 'preact';
+import { memo } from 'preact/compat';
+
+export function ArrowLeft({ className = '' }) {
+  return (
+    <svg
+      className={`fill-current ${className}`}
+      xmlns="http://www.w3.org/2000/svg"
+      width="24"
+      height="24"
+      viewBox="0 0 24 24"
+    >
+      <path d="M12 0c-6.627 0-12 5.373-12 12s5.373 12 12 12 12-5.373 12-12-5.373-12-12-12zm-1.218 19l-1.782-1.75 5.25-5.25-5.25-5.25 1.782-1.75 6.968 7-6.968 7z" />
+    </svg>
+  );
+}
+
+export default memo(ArrowLeft);

web/src/icons/ArrowRight.jsx

@@ -0,0 +1,12 @@
+import { h } from 'preact';
+import { memo } from 'preact/compat';
+
+export function ArrowRight({ className = '' }) {
+  return (
+    <svg className={`fill-current ${className}`} xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24">
+      <path d="M5 3l3.057-3 11.943 12-11.943 12-3.057-3 9-9z" />
+    </svg>
+  );
+}
+
+export default memo(ArrowRight);

web/src/icons/ArrowRightDouble.jsx

@@ -0,0 +1,12 @@
+import { h } from 'preact';
+import { memo } from 'preact/compat';
+
+export function ArrowRightDouble({ className = '' }) {
+  return (
+    <svg className={`fill-current ${className}`} xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24">
+      <path d="M0 3.795l2.995-2.98 11.132 11.185-11.132 11.186-2.995-2.981 8.167-8.205-8.167-8.205zm18.04 8.205l-8.167 8.205 2.995 2.98 11.132-11.185-11.132-11.186-2.995 2.98 8.167 8.206z" />
+    </svg>
+  );
+}
+
+export default memo(ArrowRightDouble);

web/src/routes/Events/components/filter.jsx

@@ -1,31 +1,26 @@
 import { h } from 'preact';
 import Select from '../../../components/Select';
-import { useCallback, useMemo } from 'preact/hooks';
+import { useCallback } from 'preact/hooks';
 
-const Filter = ({ onChange, searchParams, paramName, options }) => {
+function Filter({ onChange, searchParams, paramName, options, ...rest }) {
   const handleSelect = useCallback(
     (key) => {
       const newParams = new URLSearchParams(searchParams.toString());
-      if (key !== 'all') {
+      Object.keys(key).map((entries) => {
-        newParams.set(paramName, key);
+        if (key[entries] !== 'all') {
-      } else {
+          newParams.set(entries, key[entries]);
-        newParams.delete(paramName);
+        } else {
-      }
+          paramName.map((p) => newParams.delete(p));
+        }
+      });
 
       onChange(newParams);
     },
     [searchParams, paramName, onChange]
   );
 
-  const selectOptions = useMemo(() => ['all', ...options], [options]);
+  const obj = {};
-
+  paramName.map((name) => Object.assign(obj, { [name]: searchParams.get(name) }), [searchParams]);
-  return (
+  return <Select onChange={handleSelect} options={options} selected={obj} paramName={paramName} {...rest} />;
-    <Select
+}
-      label={`${paramName.charAt(0).toUpperCase()}${paramName.substr(1)}`}
-      onChange={handleSelect}
-      options={selectOptions}
-      selected={searchParams.get(paramName) || 'all'}
-    />
-  );
-};
 export default Filter;

web/src/routes/Events/components/filterable.jsx

@@ -3,7 +3,13 @@ import { useCallback, useMemo } from 'preact/hooks';
 import Link from '../../../components/Link';
 import { route } from 'preact-router';
 
-const Filterable = ({ onFilter, pathname, searchParams, paramName, name, removeDefaultSearchKeys }) => {
+function Filterable({ onFilter, pathname, searchParams, paramName, name }) {
+  const removeDefaultSearchKeys = useCallback((searchParams) => {
+    searchParams.delete('limit');
+    searchParams.delete('include_thumbnails');
+    // searchParams.delete('before');
+  }, []);
+
   const href = useMemo(() => {
     const params = new URLSearchParams(searchParams.toString());
     params.set(paramName, name);
@@ -27,6 +33,6 @@ const Filterable = ({ onFilter, pathname, searchParams, paramName, name, removeD
       {name}
     </Link>
   );
-};
+}
 
 export default Filterable;

web/src/routes/Events/components/filters.jsx

@@ -1,11 +1,13 @@
 import { h } from 'preact';
 import Filter from './filter';
 import { useConfig } from '../../../api';
-import { useMemo } from 'preact/hooks';
+import { useMemo, useState } from 'preact/hooks';
+import { DateFilterOptions } from '../../../components/DatePicker';
+import Button from '../../../components/Button';
 
 const Filters = ({ onChange, searchParams }) => {
+  const [viewFilters, setViewFilters] = useState(false);
   const { data } = useConfig();
-
   const cameras = useMemo(() => Object.keys(data.cameras), [data]);
 
   const zones = useMemo(
@@ -27,12 +29,52 @@ const Filters = ({ onChange, searchParams }) => {
       }, data.objects?.track || [])
       .filter((value, i, self) => self.indexOf(value) === i);
   }, [data]);
-
   return (
-    <div className="flex space-x-4">
+    <div>
-      <Filter onChange={onChange} options={cameras} paramName="camera" searchParams={searchParams} />
+      <Button
-      <Filter onChange={onChange} options={zones} paramName="zone" searchParams={searchParams} />
+        onClick={() => setViewFilters(!viewFilters)}
-      <Filter onChange={onChange} options={labels} paramName="label" searchParams={searchParams} />
+        className="block xs:hidden w-full mb-4 text-center"
+        type="text"
+      >
+        {`${viewFilters ? 'Hide Filter' : 'Filter'}`}
+      </Button>
+      <div className={`xs:flex space-y-1 xs:space-y-0 xs:space-x-4  ${viewFilters ? 'flex-col' : 'hidden'}`}>
+        <Filter
+          type="dropdown"
+          onChange={onChange}
+          options={['all', ...cameras]}
+          paramName={['camera']}
+          label="Camera"
+          searchParams={searchParams}
+        />
+
+        <Filter
+          type="dropdown"
+          onChange={onChange}
+          options={['all', ...zones]}
+          paramName={['zone']}
+          label="Zone"
+          searchParams={searchParams}
+        />
+
+        <Filter
+          type="dropdown"
+          onChange={onChange}
+          options={['all', ...labels]}
+          paramName={['label']}
+          label="Label"
+          searchParams={searchParams}
+        />
+
+        <Filter
+          type="datepicker"
+          onChange={onChange}
+          options={DateFilterOptions}
+          paramName={['before', 'after']}
+          label="DatePicker"
+          searchParams={searchParams}
+        />
+      </div>
     </div>
   );
 };