blakeblackshear.frigate/frigate/comms/embeddings_updater.py
Nicolas Mowen b7b7e1b78b Face recognition backend (#14495)
* Add basic config and face recognition table

* Reconfigure updates processing to handle face

* Crop frame to face box

* Implement face embedding calculation

* Get matching face embeddings

* Add support face recognition based on existing faces

* Use arcface face embeddings instead of generic embeddings model

* Add apis for managing faces

* Implement face uploading API

* Build out more APIs

* Add min area config

* Handle larger images

* Add more debug logs

* fix calculation

* Reduce timeout

* Small tweaks

* Use webp images

* Use facenet model
2024-11-16 07:49:14 -07:00

67 lines
1.8 KiB
Python

"""Facilitates communication between processes."""
from enum import Enum
from typing import Callable
import zmq
SOCKET_REP_REQ = "ipc:///tmp/cache/embeddings"
class EmbeddingsRequestEnum(Enum):
embed_description = "embed_description"
embed_thumbnail = "embed_thumbnail"
generate_search = "generate_search"
register_face = "register_face"
class EmbeddingsResponder:
def __init__(self) -> None:
self.context = zmq.Context()
self.socket = self.context.socket(zmq.REP)
self.socket.bind(SOCKET_REP_REQ)
def check_for_request(self, process: Callable) -> None:
while True: # load all messages that are queued
has_message, _, _ = zmq.select([self.socket], [], [], 0.01)
if not has_message:
break
try:
(topic, value) = self.socket.recv_json(flags=zmq.NOBLOCK)
response = process(topic, value)
if response is not None:
self.socket.send_json(response)
else:
self.socket.send_json([])
except zmq.ZMQError:
break
def stop(self) -> None:
self.socket.close()
self.context.destroy()
class EmbeddingsRequestor:
"""Simplifies sending data to EmbeddingsResponder and getting a reply."""
def __init__(self) -> None:
self.context = zmq.Context()
self.socket = self.context.socket(zmq.REQ)
self.socket.connect(SOCKET_REP_REQ)
def send_data(self, topic: str, data: any) -> str:
"""Sends data and then waits for reply."""
try:
self.socket.send_json((topic, data))
return self.socket.recv_json()
except zmq.ZMQError:
return ""
def stop(self) -> None:
self.socket.close()
self.context.destroy()