blakeblackshear.frigate/frigate/const.py

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import re
CONFIG_DIR = "/config"
DEFAULT_DB_PATH = f"{CONFIG_DIR}/frigate.db"
MODEL_CACHE_DIR = f"{CONFIG_DIR}/model_cache"
BASE_DIR = "/media/frigate"
CLIPS_DIR = f"{BASE_DIR}/clips"
EXPORT_DIR = f"{BASE_DIR}/exports"
FACE_DIR = f"{CLIPS_DIR}/faces"
RECORD_DIR = f"{BASE_DIR}/recordings"
BIRDSEYE_PIPE = "/tmp/cache/birdseye"
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CACHE_DIR = "/tmp/cache"
FRIGATE_LOCALHOST = "http://127.0.0.1:5000"
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PLUS_ENV_VAR = "PLUS_API_KEY"
PLUS_API_HOST = "https://api.frigate.video"
# Attribute & Object constants
DEFAULT_ATTRIBUTE_LABEL_MAP = {
"person": ["amazon", "face"],
"car": [
"amazon",
"an_post",
"dhl",
"dpd",
"fedex",
"gls",
"license_plate",
"nzpost",
"postnl",
"postnord",
"purolator",
"ups",
"usps",
],
}
LABEL_CONSOLIDATION_MAP = {
"car": 0.8,
"face": 0.5,
}
LABEL_CONSOLIDATION_DEFAULT = 0.9
LABEL_NMS_MAP = {
"car": 0.6,
}
LABEL_NMS_DEFAULT = 0.4
# Audio constants
AUDIO_DURATION = 0.975
AUDIO_FORMAT = "s16le"
AUDIO_MAX_BIT_RANGE = 32768.0
AUDIO_SAMPLE_RATE = 16000
AUDIO_MIN_CONFIDENCE = 0.5
# DB constants
MAX_WAL_SIZE = 10 # MB
# Ffmpeg constants
DEFAULT_FFMPEG_VERSION = "7.0"
INCLUDED_FFMPEG_VERSIONS = ["7.0", "5.0"]
FFMPEG_HWACCEL_NVIDIA = "preset-nvidia"
FFMPEG_HWACCEL_VAAPI = "preset-vaapi"
FFMPEG_HWACCEL_VULKAN = "preset-vulkan"
# Regex constants
REGEX_CAMERA_NAME = r"^[a-zA-Z0-9_-]+$"
REGEX_RTSP_CAMERA_USER_PASS = r":\/\/[a-zA-Z0-9_-]+:[\S]+@"
REGEX_HTTP_CAMERA_USER_PASS = r"user=[a-zA-Z0-9_-]+&password=[\S]+"
REGEX_JSON = re.compile(r"^\s*\{")
Add GPU stats to the /stats API and debug screen (#3931) * Add ffprobe endpoint * Get ffprobe for multiple inputs * Copy ffprobe in output * Fix bad if statement * Return full output of ffprobe process * Return full output of ffprobe process * Make ffprobe button show dialog with output and option to copy * Add driver names to consts * Add driver env var name * Setup general tracking for GPU stats * Catch RPi args as well * Add util to get radeontop results * Add real amd GPU stats * Fix missed arg * pass config * Use only the values * Fix vram * Add nvidia gpu stats * Use nvidia stats * Add chart for gpu stats * Format AMD with space between percent * Get correct nvidia % * Start to add support for intel GPU stats * Block out RPi as util is not currently available * Formatting * Fix mypy * Strip for float conversion * Strip for float conversion * Fix percent formatting * Remove name from gpu map * Add tests and fix AMD formatting * Add nvidia gpu stats test * Formatting * Add intel_gpu_top for testing * Formatting * Handle case where hwaccel is not setup * Formatting * Check to remove none * Don't use set * Cleanup and fix types * Handle case where args is list * Fix mypy * Cast to str * Fix type checking * Return none instead of empty * Fix organization * Make keys consistent * Make gpu match style * Get support for vainfo * Add vainfo endpoint * Set vainfo output in error correctly * Remove duplicate function * Fix errors * Do cpu & gpu work asynchonously * Fix async * Fix event loop * Fix crash * Fix naming * Send empty data for gpu if error occurs * Show error if gpu stats could not be retrieved * Fix mypy * Fix test * Don't use json for vainfo * Fix cross references * Strip unicode still * await vainfo response * Add gpu deps * Formatting * remove comments * Use empty string * Add vainfo back in
2022-11-29 02:24:20 +01:00
# Known Driver Names
DRIVER_ENV_VAR = "LIBVA_DRIVER_NAME"
DRIVER_AMD = "radeonsi"
DRIVER_INTEL_i965 = "i965"
DRIVER_INTEL_iHD = "iHD"
# Preview Values
PREVIEW_FRAME_TYPE = "webp"
# Record Values
CACHE_SEGMENT_FORMAT = "%Y%m%d%H%M%S%z"
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MAX_PRE_CAPTURE = 60
MAX_SEGMENT_DURATION = 600
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MAX_SEGMENTS_IN_CACHE = 6
MAX_PLAYLIST_SECONDS = 7200 # support 2 hour segments for a single playlist to account for cameras with inconsistent segment times
# Internal Comms Topics
INSERT_MANY_RECORDINGS = "insert_many_recordings"
INSERT_PREVIEW = "insert_preview"
REQUEST_REGION_GRID = "request_region_grid"
UPSERT_REVIEW_SEGMENT = "upsert_review_segment"
CLEAR_ONGOING_REVIEW_SEGMENTS = "clear_ongoing_review_segments"
UPDATE_CAMERA_ACTIVITY = "update_camera_activity"
UPDATE_EVENT_DESCRIPTION = "update_event_description"
Use sqlite-vec extension instead of chromadb for embeddings (#14163) * swap sqlite_vec for chroma in requirements * load sqlite_vec in embeddings manager * remove chroma and revamp Embeddings class for sqlite_vec * manual minilm onnx inference * remove chroma in clip model * migrate api from chroma to sqlite_vec * migrate event cleanup from chroma to sqlite_vec * migrate embedding maintainer from chroma to sqlite_vec * genai description for sqlite_vec * load sqlite_vec in main thread db * extend the SqliteQueueDatabase class and use peewee db.execute_sql * search with Event type for similarity * fix similarity search * install and add comment about transformers * fix normalization * add id filter * clean up * clean up * fully remove chroma and add transformers env var * readd uvicorn for fastapi * readd tokenizer parallelism env var * remove chroma from docs * remove chroma from UI * try removing custom pysqlite3 build * hard code limit * optimize queries * revert explore query * fix query * keep building pysqlite3 * single pass fetch and process * remove unnecessary re-embed * update deps * move SqliteVecQueueDatabase to db directory * make search thumbnail take up full size of results box * improve typing * improve model downloading and add status screen * daemon downloading thread * catch case when semantic search is disabled * fix typing * build sqlite_vec from source * resolve conflict * file permissions * try build deps * remove sources * sources * fix thread start * include git in build * reorder embeddings after detectors are started * build with sqlite amalgamation * non-platform specific * use wget instead of curl * remove unzip -d * remove sqlite_vec from requirements and load the compiled version * fix build * avoid race in db connection * add scale_factor and bias to description zscore normalization
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UPDATE_MODEL_STATE = "update_model_state"
UPDATE_EMBEDDINGS_REINDEX_PROGRESS = "handle_embeddings_reindex_progress"
Autotracking bugfixes and zooming updates (#8103) * zoom in/out in search for lost objects * predicted box should not be empty * clean up and update zoom logic * only zoom if enabled * more cleanup * check for valid velocity when zooming * only try absolute zoom in if obj area has changed * zoom logic * don't enqueue lost object zoom if already at limit * don't disable motion boxes during ptz moves * velocity threshold based on move coefficients * fix area zoom logic * disable debug zoom * don't process objects if ptz moving * recalc with exponent * change exponent * remove lost object zooming * increase distance threshold for stationary object * increase distance threshold constant * only zoom out if nonzero * camera name in all debug logging * add camera name to debug logging * camera variable name consistency * update calibration behavior and docs * docs and better zooming * more sensible target values * docs wording * fix velocity threshold variable * zooming tweaks and remove iou for current objects * debug and docs * get valid velocity * include zero * additional debug statements * add zoom hysteresis * zoom on initial move if relative * only update target box if we actually zoom * merge dev * use getattr instead of get * increase distance threshold * reverse logic * get_camera_status after preset move to store zoom * final tweaks and docs * use constants and catch possible debug exception * adjust zoom factor exponent * don't run motion estimation when calling preset * adjust dimension threshold * use numpy for velocity estimate calcs * more numpy conversion * fix numpy shapes * numpy zeros dimension * more zoom out conditions * fix velocity bug * ensure init has been called in debug view * ensure onvif init if enabling by mqtt * change default hysteresis values * recalc relative zoom value * zoom out value * try to zoom when object isn't moving * try zoom when tracked object is not moving * don't try to zoom every time * negate zoom out condition when needed * hysteresis constants for absolute zooming * update zoom conditions * don't recalc target box on zoom only * zoom out if above area threshold * don't print zooming debug for stationary obj * revamp zooming to use area moving average * zooming tweaks and expose property * limit zoom with max target box * use calibration to determine zoom levels * zoom logic fix * docs * add tapo c200 camera * fix initial absolute zoom * small zoom logic fix * better invalid velocity checks * fix test * really fix test this time
2023-10-22 18:59:13 +02:00
# Stats Values
FREQUENCY_STATS_POINTS = 15
Autotracking bugfixes and zooming updates (#8103) * zoom in/out in search for lost objects * predicted box should not be empty * clean up and update zoom logic * only zoom if enabled * more cleanup * check for valid velocity when zooming * only try absolute zoom in if obj area has changed * zoom logic * don't enqueue lost object zoom if already at limit * don't disable motion boxes during ptz moves * velocity threshold based on move coefficients * fix area zoom logic * disable debug zoom * don't process objects if ptz moving * recalc with exponent * change exponent * remove lost object zooming * increase distance threshold for stationary object * increase distance threshold constant * only zoom out if nonzero * camera name in all debug logging * add camera name to debug logging * camera variable name consistency * update calibration behavior and docs * docs and better zooming * more sensible target values * docs wording * fix velocity threshold variable * zooming tweaks and remove iou for current objects * debug and docs * get valid velocity * include zero * additional debug statements * add zoom hysteresis * zoom on initial move if relative * only update target box if we actually zoom * merge dev * use getattr instead of get * increase distance threshold * reverse logic * get_camera_status after preset move to store zoom * final tweaks and docs * use constants and catch possible debug exception * adjust zoom factor exponent * don't run motion estimation when calling preset * adjust dimension threshold * use numpy for velocity estimate calcs * more numpy conversion * fix numpy shapes * numpy zeros dimension * more zoom out conditions * fix velocity bug * ensure init has been called in debug view * ensure onvif init if enabling by mqtt * change default hysteresis values * recalc relative zoom value * zoom out value * try to zoom when object isn't moving * try zoom when tracked object is not moving * don't try to zoom every time * negate zoom out condition when needed * hysteresis constants for absolute zooming * update zoom conditions * don't recalc target box on zoom only * zoom out if above area threshold * don't print zooming debug for stationary obj * revamp zooming to use area moving average * zooming tweaks and expose property * limit zoom with max target box * use calibration to determine zoom levels * zoom logic fix * docs * add tapo c200 camera * fix initial absolute zoom * small zoom logic fix * better invalid velocity checks * fix test * really fix test this time
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# Autotracking
AUTOTRACKING_MAX_AREA_RATIO = 0.6
Autotracking bugfixes and zooming updates (#8103) * zoom in/out in search for lost objects * predicted box should not be empty * clean up and update zoom logic * only zoom if enabled * more cleanup * check for valid velocity when zooming * only try absolute zoom in if obj area has changed * zoom logic * don't enqueue lost object zoom if already at limit * don't disable motion boxes during ptz moves * velocity threshold based on move coefficients * fix area zoom logic * disable debug zoom * don't process objects if ptz moving * recalc with exponent * change exponent * remove lost object zooming * increase distance threshold for stationary object * increase distance threshold constant * only zoom out if nonzero * camera name in all debug logging * add camera name to debug logging * camera variable name consistency * update calibration behavior and docs * docs and better zooming * more sensible target values * docs wording * fix velocity threshold variable * zooming tweaks and remove iou for current objects * debug and docs * get valid velocity * include zero * additional debug statements * add zoom hysteresis * zoom on initial move if relative * only update target box if we actually zoom * merge dev * use getattr instead of get * increase distance threshold * reverse logic * get_camera_status after preset move to store zoom * final tweaks and docs * use constants and catch possible debug exception * adjust zoom factor exponent * don't run motion estimation when calling preset * adjust dimension threshold * use numpy for velocity estimate calcs * more numpy conversion * fix numpy shapes * numpy zeros dimension * more zoom out conditions * fix velocity bug * ensure init has been called in debug view * ensure onvif init if enabling by mqtt * change default hysteresis values * recalc relative zoom value * zoom out value * try to zoom when object isn't moving * try zoom when tracked object is not moving * don't try to zoom every time * negate zoom out condition when needed * hysteresis constants for absolute zooming * update zoom conditions * don't recalc target box on zoom only * zoom out if above area threshold * don't print zooming debug for stationary obj * revamp zooming to use area moving average * zooming tweaks and expose property * limit zoom with max target box * use calibration to determine zoom levels * zoom logic fix * docs * add tapo c200 camera * fix initial absolute zoom * small zoom logic fix * better invalid velocity checks * fix test * really fix test this time
2023-10-22 18:59:13 +02:00
AUTOTRACKING_MOTION_MIN_DISTANCE = 20
AUTOTRACKING_MOTION_MAX_POINTS = 500
AUTOTRACKING_MAX_MOVE_METRICS = 500
AUTOTRACKING_ZOOM_OUT_HYSTERESIS = 1.1
AUTOTRACKING_ZOOM_IN_HYSTERESIS = 0.95
Autotracking bugfixes and zooming updates (#8103) * zoom in/out in search for lost objects * predicted box should not be empty * clean up and update zoom logic * only zoom if enabled * more cleanup * check for valid velocity when zooming * only try absolute zoom in if obj area has changed * zoom logic * don't enqueue lost object zoom if already at limit * don't disable motion boxes during ptz moves * velocity threshold based on move coefficients * fix area zoom logic * disable debug zoom * don't process objects if ptz moving * recalc with exponent * change exponent * remove lost object zooming * increase distance threshold for stationary object * increase distance threshold constant * only zoom out if nonzero * camera name in all debug logging * add camera name to debug logging * camera variable name consistency * update calibration behavior and docs * docs and better zooming * more sensible target values * docs wording * fix velocity threshold variable * zooming tweaks and remove iou for current objects * debug and docs * get valid velocity * include zero * additional debug statements * add zoom hysteresis * zoom on initial move if relative * only update target box if we actually zoom * merge dev * use getattr instead of get * increase distance threshold * reverse logic * get_camera_status after preset move to store zoom * final tweaks and docs * use constants and catch possible debug exception * adjust zoom factor exponent * don't run motion estimation when calling preset * adjust dimension threshold * use numpy for velocity estimate calcs * more numpy conversion * fix numpy shapes * numpy zeros dimension * more zoom out conditions * fix velocity bug * ensure init has been called in debug view * ensure onvif init if enabling by mqtt * change default hysteresis values * recalc relative zoom value * zoom out value * try to zoom when object isn't moving * try zoom when tracked object is not moving * don't try to zoom every time * negate zoom out condition when needed * hysteresis constants for absolute zooming * update zoom conditions * don't recalc target box on zoom only * zoom out if above area threshold * don't print zooming debug for stationary obj * revamp zooming to use area moving average * zooming tweaks and expose property * limit zoom with max target box * use calibration to determine zoom levels * zoom logic fix * docs * add tapo c200 camera * fix initial absolute zoom * small zoom logic fix * better invalid velocity checks * fix test * really fix test this time
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AUTOTRACKING_ZOOM_EDGE_THRESHOLD = 0.05
# Auth
JWT_SECRET_ENV_VAR = "FRIGATE_JWT_SECRET"
PASSWORD_HASH_ALGORITHM = "pbkdf2_sha256"