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add ramdisk, load AI model to ramdisk and start recognition from it

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rewrite zmq to DEALER and ROUTER
add GET_USER command to get CurrentUser from Python
all auth is on the python side
inference run and validate annotations on python
This commit is contained in:
Alex Bezdieniezhnykh
2025-01-29 17:45:26 +02:00
parent 82b3b526a7
commit 62623b7123
55 changed files with 945 additions and 895 deletions
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Azaion.AI/inference.pxd
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from remote_command cimport RemoteCommand
from annotation cimport Annotation
from ai_config cimport AIRecognitionConfig
cdef class Inference:
cdef object model
cdef object on_annotation
cdef Annotation _previous_annotation
cdef AIRecognitionConfig ai_config
cdef bint is_video(self, str filepath)
cdef run_inference(self, RemoteCommand cmd, int batch_size=?)
cdef _process_video(self, RemoteCommand cmd, int batch_size)
cdef _process_image(self, RemoteCommand cmd)
cdef frame_to_annotation(self, long time, frame, boxes: object)
cdef bint is_valid_annotation(self, Annotation annotation)