mirror of
https://github.com/blakeblackshear/frigate.git
synced 2024-11-21 19:07:46 +01:00
b7b7e1b78b
* 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
57 lines
1.6 KiB
Python
57 lines
1.6 KiB
Python
"""Object classification APIs."""
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import logging
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from fastapi import APIRouter, Request, UploadFile
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from fastapi.responses import JSONResponse
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from frigate.api.defs.tags import Tags
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from frigate.embeddings import EmbeddingsContext
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logger = logging.getLogger(__name__)
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router = APIRouter(tags=[Tags.events])
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@router.get("/faces")
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def get_faces():
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return JSONResponse(content={"message": "there are faces"})
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@router.post("/faces/{name}")
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async def register_face(request: Request, name: str, file: UploadFile):
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# if not file.content_type.startswith("image"):
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# return JSONResponse(
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# status_code=400,
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# content={
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# "success": False,
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# "message": "Only an image can be used to register a face.",
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# },
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# )
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context: EmbeddingsContext = request.app.embeddings
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context.register_face(name, await file.read())
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return JSONResponse(
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status_code=200,
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content={"success": True, "message": "Successfully registered face."},
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)
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@router.delete("/faces")
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def deregister_faces(request: Request, body: dict = None):
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json: dict[str, any] = body or {}
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list_of_ids = json.get("ids", "")
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if not list_of_ids or len(list_of_ids) == 0:
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return JSONResponse(
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content=({"success": False, "message": "Not a valid list of ids"}),
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status_code=404,
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)
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context: EmbeddingsContext = request.app.embeddings
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context.delete_face_ids(list_of_ids)
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return JSONResponse(
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content=({"success": True, "message": "Successfully deleted faces."}),
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status_code=200,
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)
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