????????? ?????? ???? ??? ??? ????????? ?????? ?????: ?? ?????? ???????????
?????? ??????? ?? ???? ???? ?? ??? - ??????? ????????? ?????? ?? ????????? ???????????? ??? ??? ??. Deep ??? - ??????? ?????? ?????? ????? - ????? ?? ?????? ?? ("?? ???") ???? ??????? - ? ??????? ??? ??? ?? ?????? ????, ??????, ????? (???, ???, ?????, ?????) ??? ???????? - ?????? ???????. ???? ? ?????? ???? ???? ????? ??? ?? ??? ?? ??? ???????? ?? ???? ?????? ???????? ????, ??????? ????? ??.
1. ??? - ?? - ??? ??? ????????? ????????
????????? ??? ??????????? ?????????? ?????? ??:
-
????? ??????: ???? - ????/??????? ???????? ?????????? ?????????.
-
????? - ?????????: ????? ?????????, ?? ??????, ??????????.
-
??????: ???????? (??.?., ????? 7, ???? ?? - ??????) ?????? object ??????? ???? ??? ????????.
-
????? - ?????????: ????????, ?????? ??????, ???????? ? ging ????.
-
??????: ??? ??????, ??????? ???????, ?????? ?????? - ???????? ???????.
2. ?? ?? ?????? ??? ?????????????
-
??? ?.??.:
-
- ? camera ???? ???? ?? ?? ?????? - ????? ??????/??????.
-
??: ??????? - ??? ???????, ????? ??????????, offline ????? ??????.
-
??????: ???????? ????? ??????, ???????? ?????.
-
-
????:
-
????????? ?????????? ??.??.??. ?? ????????? ????? ???????.
-
??: ??? ?????? ??????, ????????? ???????.
-
??????: ???? ???????, ???????? ???????, ???? ??????? ????.
-
-
????: ??? ?? ???? ????; ??????? er ??? ????????.
3. ??????? ???????
| ?????? ?????? | ??????? ?????? | ?????? |
|---|---|---|
| ????? | ??????? ???? ?????? (??.?., ??????) | ???????? ???????; ??? - ??????????? ???? ???????? ????? ?? |
| ????? | ????? ???? ??? ??????????? (??????, ??????) | Control ????? ????????; ??? - ???? ?????? |
| ???? | ????? - ???? ???????? + ?????? (??????? - ????? ???????) | ???????/??????????? ?????????; ??????? - ???? ??????? |
| ???/?????/????? | ??????/??? ????????? ?? ?????????? ??????? ?????????? | ???? ??? ??????? ???????; ?? - ????? - ??? ????????????? |
| ??? | ????????/????? ???????? | ??????? ????????; ????? - ?????? ????? |
4. ????????? ?????????? ??? ??????? ????
-
?????? ???????
-
??????? ????????, ???????? ???, ??????? - ??????? ????????.
-
-
?????? -????????
-
????? - ???????? ???? ?????? ????????? ???? ???; ??????????????? ?????? ? s ???.
-
-
??????? ??? ???? ???????
-
???? ?????, ??? ???? ?????????? ???? ?????? - ??????? ???????; ????? ????????.
-
-
???????? ??? ???????? ??????? ??????
-
????? ???????? ????; ??????? ??????? ??????.
-
-
???????? ??? ?????????? ??????
-
?????? ???? ????????; ????? - ????? ??????? ??????.
-
-
????????? ???
-
??? - ????????? ???????? "??? #3 ?? ??? ?????? ??? ??????? ????" ????????? ????? ???.
-
5. ?????? ?????????
-
2024 ??????? ??: ??? ????? ???????????? .5 6.5 ??? ???? ????.
-
2030 ?????????: ???? $ 28.8 ??? (??????? ~ 30.6%)
-
??????????? ??????? ?????, ??????????????? ??????????, ????? ?????????? ??? ?????????? ??????? ????? ??.
6. ?????, ???????? ??? ??????? ???????
-
???????: ???? ????? ??????????? ???????; ?? - ?????? ???????? (??????? ? non ? - ???????).
-
???????: ????? ????? ???? ???????? ????? ???? ????? ????????? ?? ?????.
-
????? ????: ????????, ???????, ????? ??? ???????? ?????????.
-
???????: ??? ? models ????? ?????? ???? ??? ?? ?? ????????? ??? ?? - ?????????.
7. ???? ????
-
??? ?? ??? ??????: ?????? ?? ??????? ???? (???????? ???????) ?? ????? ????? ??.
-
????? - ?????? ??????: ????? ???? ???? ?????, ????, audio ??? ???? ?????? ???????? ??????.
-
??????: ?????? ?? ?? ?????????? ???? ?? (??.?., "??? - ????" ??. "?????? - ?????").
-
???????? ??????? ??????: ??????? ??????? (?????? ?????, ????? ????????) ???? optim ???????? ????????.
??????
Deep ??? ?????? ????? - ????????? ???????? ??? ? software ????????? ?????????? ?????, ??? ??????? ??????? ????? ????Real ???????? - ??? ??? ?????????? ??????? ????? - ??? ???? ???????? ??? ??????? ???? ?????? ????. ???? ???? ?????? ???? ????? ??, ?? ???????????, ????? - ?????? ??? ??? ??????? ????? ?????????? ??? ?????? ???? ??.
????????? ??????