Kev sib xyaw ua ke Ai kev kawm tob nrog cov koob yees duab saib xyuas: Cov Txheej Txheem Saib Xyuas
Niaj hnub niaj hnub kev ruaj ntseg zoo rau AI - Powered Vijtsam cov koob yees duab uas mus dhau kev sau cia. Los ntawm embedding tob - Kawm qauv-tog twg los ntawm lub koob yees duab ("ntug Ai") lossis hauv huab-cov tshuab no tuaj yeem nco Cov neeg, ntsej muag, tsheb (tsheb, nkoj, dav hlau, drones), thiab cov tsiaj nyob rau hauv tiag tiag - sijhawm. Hauv qab no yog cov ncauj lus kom ntxaws tawg, nrog cov lus piav qhia, ntawm kev sib koom ua ke no thiab vim li cas nws tseem ceeb.
1. Xaus - rau - Kawg Ai Kev Ntsuam Xyuas Kav Dej
Kev soj ntsuam AI ua raws cov tsiaj txhu pipeline:
-
Video Dum: Siab - Daws Dag ntws los ntawm IP / PTz koob yees duab.
-
Ua ntej - Ua: Cov txheej txheem extraction, resizing, li qub.
-
Muaj peev xwm: Cov khoom pom tau & kev faib tawm ntawm CNNs (piv txwv li, yolov7, sai sai r - CNN).
-
Ncej - Ua: Taug kev, ceeb toom tiam, metadata txiav.
-
Kev ua zog: Cov ntawv qhia laub, cov ntaub ntawv sau, ua rau nkag mus rau - Tswj cov tshuab.
2. Ntug thiab Huab Ai Paus
-
Ntug Ai:
-
Inference on - lub koob yees duab lossis ntawm - Thaj Chaw NVR / DVR.
-
Zoo: Ultra - qis latency, txo bandwidth, ua haujlwm offline.
-
Nplij txwv: Tsawg tus qauv ua qauv nyuaj, tus nqi kho vajtse.
-
-
Huab Ai:
-
Cov kwj tawm xa mus rau cov haib datosser GPUS.
-
Zoo: Ntau cov qauv ntse, cov hloov tshiab hauv nruab nrab.
-
Nplij txwv: Kev txiav txim siab tsawg dua, kev saib xyuas tsis pub twg paub, nqi network.
-
-
Tus meybrid: Kev pom tseem ceeb ntawm ntug; Ntsuam xyuas tob hauv huab.
3. Tau txais lub peev xwm ua tau
| Khoom Hom | Cov thev naus laus zis tseem ceeb | Cuam tshuam kev ruaj ntseg |
|---|---|---|
| Tus neeg | Tus Neeg Nrhiav Tau Cov Qauv (E.G., Pw) | Kev ceebtoom; txo cov tswb cuav los ntawm tsis - tib neeg |
| Lub ntsej muag | Lub ntsej muag pom thiab kos npe (FACENTRET, sib sib zog nqus) | Kev tswj tau; Saib - Sau Matching |
| Lub tsheb | Ntau - Class Detectors + LPR (daim ntawv tso cai - Phaj lees paub) | Kev saib xyuas tsheb / logistics; Tsis tso cai - Tsheb ceeb toom |
| Nkoj / Aircraft / drone | Cov Qauv Tshwj Xeeb tau kawm ntawm Marine / Aero Datasets | Chaw nres nkoj thiab Airfield kev ruaj ntseg; tsis muaj - ya - Cheeb Tsam Cheeb Tsam |
| Tus tsiaj | Cov tsiaj qus / cov tsiaj cov tsiaj | Kev Tshawb Xyuas Kev Tiv Thaiv; Tsis tseeb - Tswb Txo |
4. Cov ntaub ntawv thov & siv rooj plaub
-
Puag ncig kev tiv thaiv
-
Loitering Nrhiav tau, Tripwire kev ua txhaum, tsis tso cai - Kev Nkag Tswb.
-
-
Kev Tswj Xyuas
-
Ntsej muag - Sib phim rau cov neeg ua haujlwm lossis VIP databases; Timestamped nkag cav.
-
-
Tsheb khiav & Chaw nres nkoj ruaj ntseg
-
Kev suav lub tsheb, LPR rau cov neeg raug txwv lossis kev txwv - Chaw yuam cai; hlab ntsha mus txog.
-
-
Tshav Dav Hlau & Cov Khoom Tseem Ceeb
-
Drone intrusion nrhiav tas; puag ncig ntawm kev saib xyuas augmentation.
-
-
Cov tsiaj qus & ib puag ncig xyuas
-
Tsiaj txav mus ncig; anti - poaching ncig saib kev txhawb nqa.
-
-
Kev tshawb nrhiav forensic
-
Ai - Indexed Txheej Xwm Pab tau "Nrhiav txhua cov thav duab nrog nkoj ntawm Dock # 3" lus nug.
-
5. Kev Ua Lag Luam Outlook
-
2024 kev lag luam loj: ~ US $ 6.5 billion hauv AI video surveillance.
-
2030 Projection: US $ 28,8 Billion (CIMGING (CIMGING (CIMTION)
-
Cov tsav tsheb suav nrog cov nroog ntse, thauj mus los kev nyab xeeb, cov khoom lag luam muag khoom, thiab kev txuag tsiaj qus.
6. Kev Cai, Ntiag Tug & Kev Txiav Txim Siab
-
Tsis pub luag tej paub: Txo cov yees duab nyoos nyoos; On - cov cuab yeej tsis qhia (blurring tsis - phiaj).
-
Bias Mitigation: Kev cob qhia rau ntau haiv neeg cov ntaub ntawv kom tsis txhob muaj cov tib neeg cov lus qhia kev cai.
-
Txoj Cai Kev Ua Raws: GDPR, CCPA, tshwm sim iigetance kev coj ua.
-
Kev tsis muaj teeb meem: Ua kom muaj AI qauv lawv tus kheej yog tamper - resistant.
7. Yav Tom Ntej Tiam
-
Kev kawm txuas ntxiv ntawm ntug: Cov koob yees duab uas rov qhia cov ntaub ntawv hauv zos (Federated kev kawm).
-
Ntau - Sensor Fusion: Sib txuas RGB video nrog thermal, lub hau, suab rau kev nrhiav kom ruaj khov.
-
Continual AI: Cov qauv uas nkag siab tus cwj pwm (piv txwv li, "tes - raised" vs. "riam phom - Npaj").
-
Hnav cov qauv tshwj xeeb: Cov ntes tau zoo tshaj plaws rau cov npe tshwj xeeb (marine nkoj, hom av).
Lub ntsiab
Los ntawm Emopedding tob - Kev Kawm Pipelines rau hauv kev soj ntsuam kho vajtse thiab software, kev ruaj ntseg tam sim no Txheeb xyuas kev hem thawj-Cov neeg siv cov neeg drones tsis muaj kev tso cai tsis tau muaj cov drones uas tsis tau tso cai-nyob rau lub sijhawm tiag tiag, txhua lub sijhawm txo cov ceg tsis muaj tseeb thiab cov nqi ua haujlwm. Kev ua lag luam yog poised rau kev loj hlob sai heev, tsav los ntawm kev nce qib hauv ntug kev sib tw, ntau - sensor AI, thiab lub luag haujlwm xa cov kev coj ua.
?Kev Ceev Ntiag Tug