???????? ????? ??? AI ?????? ?????? ??????? ?????: ???????????? ?? ???????????
???? ??????? ??? ???? AI - ????? ???????? ????? ?? ?????? ????? ??????? ?????? ???. ???????? ???????????? - ??????? ("??? ???") ?? ????????? ??????) ?? ??? ????????? ???? ?? ????? ???? ????????, ??????, ???? (????, ??????, ????? ????, ????? ????) ?? ???? ?????. ??? ?????????? ???????????? ??????????, ???????? ?????? ????????, ??? ??????????? ?????? ??? ????? ?? ?? ?????? ????? ???.
1. ?????? - ????? AI ???????? ?? ?????
???????? AI ?????????? ?? ???????? ??????? ????:
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?????? ??????: ??? - IP / PTZ ???????????? ?????? ???????.
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??? - ??????: ???? ?????????, ???????, ??????????? ?????.
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???????: CNNS (E.G, ?????? 7, ?????? r - cnn) ????? ??????? ????? ?? ?????????.
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????? - ??????: ?????????, ?????? ?????? ????????, ???-???? ???? ???.
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???????: ????? ??????????, ????? ?????? ??????, ?????? ??????? - ???? ??????.
2. ???? ?????? ??????? AI ??? ??????? ????????
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??? ???:
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?????? ????? - ?????? ?? ?? - ??????? NVR / DVR.
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????: ??????? - ??? ???????, ???? ???, ?????? ?????????????? ??? ?????.
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?????: ????? ????? ???????????, ?????? ???????.
-
-
??????? AI:
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????? ???? ??????? GPU ???? ??? ?? ?? ???.
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????: ????? ?????? ?????, ?????? ?????????? ??????.
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?????: ??? ???????????, ??????? ???? ??????, ????? ??? ???????.
-
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????????: ????? ??????????? ??????????; ??????? ?? ?????? ?????????.
3. ??????????? ?????????
| ????? ????? | ?????? ????????? | ?????? ????? |
|---|---|---|
| ?????? | ?????? ??????????? ?????? (???., ??????) | ??????? ??????; ???? ?????? ????? ?????? ?????? ??? ???? |
| ????? | ????? ????? ????? ?? ?????????? (??????????, ????????) | ?????? ?????; ?????? - ????????? ?????? |
| ????? | ??? - ????? ?????? + ???????? (??????? - ???? ?????????) | ???????? / ??????? ????????; ????? - ???? ?????? |
| ??????? / ????? ???? / ?????? | ?????? / ??? ???? ????? ?????? ?????? ??? ?? ??????? ?????? | ???? ?? ????? ?????? ???????; ??? - ?????? - ???? ??????? ????? |
| ???? | ?????? / ?????? ???????? ?????????? | ??????? ????????; ?????? - ?????? ????? ??? ????? |
4. ????????? ?????? ?? ??? ?????? ?????
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???????? ??????
-
?????? ?????, ????? ?????? ??????.
-
-
?????? ?????
-
????? - ?????? ?? ????? ???? ??????? ?????? ??????; ??????? ???????? ? logs ?-?????.
-
-
?????? ?? ???? ???????
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???? ???? ?????, ?????? ?? ????? ?? ???? ????? ???? LPRON - ?????? ??????? ?????; ?????? ?????????.
-
-
??????????? ?? ??????????? ????? ???????
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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 ? II ?????? ????????.
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2030 ??????????: ???????? ????? ?????? 28.8 (CAGR ~ 30.6%)
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????????? ???????? ???, ??????? ???????, ?????? ???????? ?? ?????? ???????? ?????? ??.
6. ???????????, ???????????? ?? ???????? ???? ??????
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????????????: ??? ?????? ?????????? ??? ?????; ?? - ????? ????????????? (?????????? - ????? ??? ?????).
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???????: ?? ????? ?????? ???????? ????? ???? ????? ?????? ???????.
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???????? ??????????: GDPR, ?????????, ???? ?? 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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???????? ??????? ??????? ?????: ??????? ???? ???? ????????????? ?????? (?????? ??????, ?????? ?????).
???????
???????? ???????????? - ?????? ?????? ?? ????????, ?????? ?????? ??? ???????? ?? ????? ?????? ????? ????? ?????- ?????????? ?? ????? ???? ??? ????????? ??????????? ???? - ????, ????? ?????? ?????? ?? ???????? ??????? ??? ??? ???. ????? ??????, ???????? ?????? AI ?? ????????? ??????? ???????? ??? ?????????? ????? ??????? ?? devel ?? ??????? ?????? ?????? ????.
???????? ???????