????? AI ????? ????? ?? ?????? ????: ????? ?????
?????? ???????? ?????? ?? AI - ?????? ???? ??????? ?? ???? ?????? ??????. ?? ??? ????? ???? ????? ?????? - ?? ?? ?????? ("Edge AI") ?? ???? - ?????? ??? ?????? ????????? ?????, ???????, ??? ??? (???????, ?????, ??????, ??"???) ????? ???? ???? ?????. ???? ????? ?????, ?? ??????? ???????, ???? ????????? ?? ????? ????? ?? ????.
1. ??? - ????? ????? ???? AI
???? AI ???? ??? ????? ?????:
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????? ?????: ???? ???????? ?????? ??????? IP/PTZ.
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????? ???? -: ????? ?????, ????? ????, ??????????.
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?????????: ????? ????????? ?????? ??????? CNNs (????, YOLOV7, ???? ???? R - CNN).
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???? - ?????: ????, ??? ?????, ????? ??? ??????.
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?????????: ????? ??????, ?????? ??????, ???? ?????? - ?????? ????.
2. ???????? AI Cloud Cloud AI
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??? AI:
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???? ?- - ????? ?? ?? - ????? NVR/DVR.
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???????: Ultra - ????? ????, ???? ?? ?????, ????? ?? ??????.
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???????: ??????? ???? ??????, ???? ?????.
-
-
??? AI:
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????? ?????? ?- GPUs ???????? ?? ???? ??????.
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???????: ????? ??????? ????, ??????? ????????.
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???????: ????? ???? ????, ?????? ??????, ?????? ??? ??????.
-
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???????: ????? ????? ????; ????? ???? ???? ????.
3. ?????? ????
| ??? ??????? | ?????????? ???? | ????? ?? ????? |
|---|---|---|
| ????????? | ?????? ?????? ????? (????, OpenPose) | ?????? ?????; ????? ?????? ???? ???? ??? ?? - |
| ??????? | ????? ???? ??????? (FACENET, Deepface) | ???? ????; ??? - ?????? ????? |
| ????? | Multi - ???? ????? + LPR (?????? - ????? ?????) | ????? ?????/?????????; ?????? ?? ?????? - ??? |
| ????/??????/???"? | ????? ?????? ??????? ?? ????? ?????? ?????/AERO | ????? ??? ???? ??????; ?? - ???? - ????? ???? |
| ????? | ?????? ???? ??/???? ???? | ????? ?????; ???? - ????? ????? |
4. ??????? ?????? ????? ?????
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???? ??????
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????? ????, ????? ??? -???, ?????? ????? ???? ??????.
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???? ????
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???? - ????? ???? ???? ?????? ?? ?????? ?? VIP; ????? ????? ?? ????? ???.
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????? ????? ?????? ???
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????? ???, LPR ????? ?? ?????? ??? ??????; ???? ??? ???.
-
-
??? ????? ??????? ???????
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????? ????? ????; ????? ???? ??????.
-
-
???? ?? ????? ??????
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???? ??? ????? ???? ????; ???? - ????? ?????.
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-
????? ?????
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AI - ??????? ?? ?????? ??????? "??? ?? ?? ??????? ?? ????? ???????? ?? '3".
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5. ?????? ???
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2024 ???? ????: ~ 6.5 ??????? ???? ????? ???????? ?? AI.
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????? 2030: 28.8 ??????? ???? ???"? (CAGR ~ 30.6%)
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?????? ?????? ???? ?????, ????? ??????, ????? ??????? ?????? ???? ??.
6. ??????? ?????, ?????? ?????????
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???????????: ????? ????? ????? ?????; on - ??????????? ?? ??????? (????? ????? ?? -).
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????? ????: ????? ?????? ?????? ??????? ??? ????? ????? ???? ???????.
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?????? ???????: GDPR, CCPA, ?????? ???? ??????? AI.
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?????????: ????? ???? AI ???? ??????.
7. ????? ???????
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????? ????? ????: ?????? ???????? ??????? ??????? (????? ??????).
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????? ??????? ?? -: ????? ????? RGB ?? ????, ????, ??? ?????? ???.
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AI ???????????: ?????? ??????? ????????? (????, "?? - ????" ????? "??? - ????").
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????? ??????? ????: ????? ??????? ??????? ???????? (??? ??, ???? ?????).
???????
?? ??? ????? ??????? ?????? - ??????? ?????? ?????? ????, ?????? ????? ??? ????? ??????—?????? ???"??? ???? ?????? - ??? ???, ???? ??? ????? ?????? ???? ??????? ?????. ???? ???? ?????? ?????, ???? ?? ??? ??????? ?????? ???, Multi - ????? AI ?????? ????? ???????.
??????? ??????