Ukuhlanganisa ukufunda okujulile kwe-AI namakhamera wokuhlola: ukubuka okuphelele

Ukuphepha kwanamuhla kuthembela ku- I-AI - I-Powered Surveillance Camera lokho kudlula ukuqoshwa kokuphawula. Ngokushukumisa ukujula - amamodeli okufunda-kungaba kwikhamera ("onqenqemeni lwe-AI") noma efwini - lezi zinhlelo zingakwazi khumbula Abantu, ubuso, izimoto (izimoto, izikebhe, izindiza, ama-drones) nezilwane zangempela - isikhathi. Ngezansi kokuqhekeka okuningiliziwe, okubonakalayo okuchazayo, ukuthi lokhu kusebenza kanjani futhi kungani kubalulekile.

1. Ukuphela - uku- - ukuphela kwepayipi lokubhekwa kwe-AI

Ukubhekwa kwe-AI kulandela ipayipi elihlelekile:

1. Ukuthwebula ividiyo: Phezulu - Ukuxazulula izinsolo kusuka kumakhamera we-IP / PTZ.

2. Pre - Iyacubungula: Ukukhishwa kohlaka, ukukhulisa kabusha, ukujwayelekile.

3. Ukuphuna: Ukutholwa kwento nokuhlukaniswa nge-CNNS (E.G., Yolov7, ngokushesha R - CNN).

4. Thumela - Iyacubungula: Ukulandela umkhondo, isizukulwane sokuqwashisa, ukugawulwa kweMetadata.

5. Ukwenza: Push izaziso, amarekhodi okuqopha, ukufinyelela kwe-Trigger - Amasistimu okulawula.

2. Edge vs. Cloud Ai Archites

• Edge ai:

  • Ukutholwa ku-Ikhamera noma ku: Izakhiwo ze-NVR / DVR.

  • Okuncezimulisayo: I-Ultra - I-Latency ephansi, inciphise i-bandwidth, ukusebenza okungaxhunyiwe ku-inthanethi.

  • Isibonelo: I-Limited Model Diactivety, izindleko ze-Hardware.

• Cloud Ai:

  • Imifudlana ethunyelwe ku-datenter enamandla GPUS.

  • Okuncezimulisayo: Amamodeli athuthukile, izibuyekezo eziphakathi nendawo.

  • Isibonelo: I-latency ephezulu, ukucatshangelwa kobumfihlo, izindleko eziqhubekayo zenethiwekhi.

• Itbrid: Ukutholwa okubucayi emaphethelweni; Ukuhlaziywa okujulile efwini.
  
  

3. Amandla wokuqashelwa

4. Izicelo ezisebenzayo & Sebenzisa Amacala

1. Ukuzivikela kwe-perimeter

   • Ukutholwa kokutholwa, ukwephulwa komsuka, okungagunyaziwe - ama-alamu wokungena.

2. Ukulawulwa kokufinyelela

   • Ubuso - Qondanisa ngokumelene nolwazi lomsebenzi noma lwe-VIP; izingodo zokunwebeka zesikhathi.

3. Ithrafikhi nokuphepha kwePort

   • Ukubala kwezimoto, lpr for toll noma kuvinjelwe - Ukuphoqelelwa Kwendawo; ukulandelela komkhumbi.

4. Isikhumulo sezindiza & nengqalasizinda Egxekayo

   • Ukutholwa kokungenelela kwe-drone; I-Perimeter Patlol Augmentation.

5. I-Wildlife & Monitoring yezemvelo

   • Ukulandelwa kwezilwane ukulandelela; I-ANTI - Ukuxhaswa Okungaphansi Kwegazi.

6. Ukusesha kwe-forensic

   • I-AI - I-Index Eved Events yenza ukuthi "Thola wonke ozimele ngezikebhe eDock # 3" Queries.

5. Ukubuka Kwemakethe

• Usayizi wemakethe 2024: ~ US $ 6.5 billion ekubhekeni kwevidiyo ye-AI.

• 2030 Ukuqagela: US $ 28,8 billion (CAGR ~ 30.6%)

• Abashayeli bafaka amadolobha ahlakaniphile, ukuphepha kwezokuhamba, ukuhlaziya okuthengiswayo, kanye nokulondolozwa kwezilwane zasendle.

I-6. Ukuziphatha okunempilo, ubumfihlo nokusebenza okusebenzayo

• Ukuba wedwa: Ukunciphisa ukuhanjiswa kwevidiyo okuluhlaza; kuqhubeke - Ukungaziwa kwemishini (ukufiphala okungekho - okuhlosiwe).

• Ukuncipha kwe-bias: Ukuqeqeshwa kuma-datase ama-darese ukugwema ukucaciswa kwe-misclassic demographic.

• Ukulandela umthetho we-Relaction: I-GDPR, CCPA, izinhlaka zokuphatha ze-AI.

• Ukuvikeleka: Ukuqinisekisa amamodeli we-AI ngokwawo aphambukile - ukumelana.

7. Izitayela Ezizayo

• Ukufunda okuqhubekayo onqenqemeni: Amakhamera aqala kabusha idatha yendawo (ukufunda okufakiwe).

• Multi - inzwa ethambile: Ukuhlanganisa ividiyo ye-RGB nge-thermal, i-lidar, umsindo wokutholwa okuqinile.

• I-Contivaltual Ai: Amamodeli aqonda izindlela zokuziphatha (e.g., "isandla - ephakanyisiwe" isikhali "

• Amamodeli akhethekile akhethekile: Ama-devilized alungiselelwe izizinda ezithile (imikhumbi yasolwandle, izinhlobo ze-Avian).

Ukubeka kafushane
Ngokushukumisa ukujula - amapayipi okufunda kwi-hardware ye-surveillance kanye nesoftware, amasistimu wokuphepha manje Khomba izinsongo-Kusuka ekungeneni kwama-Drones angagunyaziwe - ngokoqobo - isikhathi, konke ngenkathi kunciphisa ama-alamu wamanga nezindleko zokusebenza. Imakethe ilungele ukukhula okusheshayo, okuqhutshwa inqubekela phambili e-Edge Computing, iMulti - Sensor AI, kanye nemikhuba yokuhanjiswa ngokusemthethweni.