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?????? ??????? ??? ?? ?????? ???? ??? ??????? ??????? ????? ?? ????????? ?????????? ?? ??? ???? ???? ???? ?????? ???? - ????? ?? ???? - ?? ?? ????? ?? ("?? ???") ?? ?????? ??? - ?? ?????? ?????, ?????, ?????? (?????, ?????, ???? ????, ?????) ?? ????? ???? ???, ?? ??????? ?? ???????? ??? ???? ???? ?? ??????? ????????? ??, ???????????? ????? ?? ???, ?? ?????? ???? ??? ???? ?? ?? ?? ????? ????? ???? ???
1? ??? - to - ??? AI ??????? ????????
??????? ??? ?? ?????? ???????? ?? ?????? ???? ??:
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?????? ??????: ???? - ????/??????? ?????? ?? ??????????? ????????
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????? - ??????????: ????? ?????????, ????, ????????????
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Inference: CNNs (????, Yolov7, Faster R - CNN) ?? ?????? ?? ???????? ???????? ?? ?????????
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????? - ??????????: ????????, ????? ?????, ???????? ???????
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??????: ??? ??????????, ??????? ?????, ?????? ?????? - ??????? ???????
2? ?? ???? ?????? ??? ???????????
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EDGE AI:
-
Inference On - Camera ?? On - ????? NVR/DVR
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????????: ??????? - ?? ???????, ?? ?????????, ??????? ???????
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??????: ????? ???? ??????, ????????? ?????
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???? AI:
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????????? ????????? ?????? ?? ???? ?? ???????
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????????: ???? ????? ????, ?????????? ??????
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??????: ???? ???????, ???????? ?????, ?? ??? ??????? ?????
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????????: ?? ?? ?????????? ?????; ???? ??? ???? ?????????
3? ??????? ??????
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| ????? | ??????? ?? ??? ????? ???? ???? (????, OpenPose) | ?????? ?????; ??? ?? ???? ?????? ?? ?? ???? ?? - |
| ????? | ??? ???????? ?? ????????? (Facenet, Deepface) | ????? ????????; ???? - ???? ????? |
| ???? | ????? - ????? ???????? + ?????? (??????? - ????? ???????) | ????????/??????????? ?????????; ??????? - ???? ????? |
| ???/?????/????? | ????/???? ??????? ?? ?????????? ??????? ?????????? | ????? ?? ???????? ???????; ???? - ????? - ???? ???????? |
| ????? | ???????/????? ???????? | ??????? ???????; ???? - ?????? ??? ??? |
4? ?????????? ????????? ?? ????? ??????
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????? ?????? ?? ??? ?????; ????? ????? ???????
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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 ???????
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2030 ?????????: ???? $ 28.8 ?????? (??????? ~ 30.6%)
-
????????? ??? ??????? ???, ?????? ???????, ????? ?????????? ?? ??????? ??????? ????? ????
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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????? - ????? ??????: ?????, ?????, ????? ?? ??? ?????? ?????? ?? ?????? ????? ????? ?? ????
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????????? ???: ???? ?? ??????? ?? ????? ??? (????, "??? - ?????" ???? "?????? - ?????")?
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????? ????? ????: ??????? ????? (??????? ??????, ????? ??????????) ?? ??? ???????? ???????????
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