
Ho?opili i kahi a?o nui?ana me nā kāmeki e hana ai: he ono piha
Ua hilina?i hou?ia ka palekana o kēia manawa Ai - Ai - Nā ki?i ki?i ki?i ki?i e hele ana ma waho o ka ho?opa?a?ana i ka passive. Ma ka embedding hohonu - Nā hi?ohi?ona a?o-a?o i ke kāmela ("Edge Ai") a i?ole ma ke ao nei ho?omaopopo po?e, nā maka (nā ka?a, nā ka?a, nā mokulele, nā mokulele, nā mea hana), a me nā holoholona i loko o ka mea maoli - Aia ma lalo nei kahi pu?upu?u kiko'ī, me nā kauka wehewehe, o kēia hana ho?ohui a no ke aha e pono ai.
1. E ho?opau - i - Ho?opau i ka pipeline
?O ke kau?ana i kahi e hahai ana i kahi paila paila.
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Ho?opili i ke wikiō: High - Pihi - Nā hopena hopena mai nā kāmera IP / PTZ.
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Pre - Ke ka?ina hana: Ki?i ki?i ki?i, e ho?oponopono ana, ka hana ma?amau.
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Ho?ohui:?O ka mea?ike i ka?ike a me ka helu?ana ma o CNNns (E.G., Yolov7, wikiwiki RNN).
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Post - Ke ka?ina hana: Ke nānā nei, nānā, Alert Little, Metadata Loging.
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Hana: Nā ho?olaha ho?olaha, kākau i nā clips, nā ki?i pa?i ki?i - Nā'ōnaehana ho?omalu.
2. Edge vs. Spring Aichtectures
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?Ao?ao kea:
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?O ka le?ale?a ma ka - Kāle?ele a i?ole -?O ka Pūnaewele Nvr / DVR.
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?O ka pōmaika?i: Ultra - ha?aha?a latency, hō?emi i ka bandwidth, of offline hana.
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Cons: Ka palena palena palena pa?akikī, kumukū?ai kumukū?ai.
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Hiopio ai:
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Ho?ouna?ia nā kahawai i nā ki?i ki?i ikaika loa.
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?O ka pōmaika?i:?Oi aku ka nui o nā hi?ohi?ona ki?eki?e, nā ho?onui hou?ana.
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Cons:?O ka uku ki?eki?e, nā mea no?ono?o pono, nā mea no?ono?o pono, nā kumukū?ai o nā?oihana pūnaewele.
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Hohu:?Ike ko?iko?i ma ka?ao?ao; ?O ka loiloi hohonu i loko o ke ao.
3, hiki ke loa?a
?Ano kumuhana | Nā?enehana ki?i | Ka hopena palekana |
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Ke Kino | Nā Mana?o Mana?o (e.g., wehe) | Nā'āpana ottortion; hō?emi i nā waha waha maoli mai non - nā kānaka |
Helehelena | ?Ike?ia nā?ike a me nā embeddings (facenet, hohonu) | Ho?ohui pio; E nānā - papa inoa kiko'ī |
Ka?aahi | Nā Pana Bulclor Cross + LPP (LPR | Ke nānā aku / loiloi loiloi; ?A?ole?ae?ia nā ka?a ka?a?ole - |
Moku / mokulele / drone | Ua a?o?ia nā mea ho?onani kūikawā ma nā hale kū?ai?o Marine / Aero | ?O ka palekana a me ka palekana mokulele; No - lele - lele i ka ho?okō?ana |
Holoholona | ?O nā mea kū?ai aku / holoholona | Ka nānā?ana; FALSE - Ka ho?emi?ana |
4, nā noi kūpono a ho?ohana i nā hihia
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Perimerate defense
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?O ka?ike loiloi, nā huaka?i hele huaka?i,?a?ole i?ae?ole?ia.
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?Ike?ia ka no?ono?o
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Helehelena - ho?okūkū kū'ē i ka limahana a i?ole nā?ikepili VIP; ?O nā lā?au komo komo komo?ana.
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?O ka palekana a me ka palekana
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Ka helu?ana i nā ka?a, LPR no nā mea pā?ani a i?ole i kaupalena?ia - cersel nānā.
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Kahua mokulele mokulele a me nā infrastruce
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Ka?ike?ike?ole?o Drne Striton; ?O ke kumu?o Pertimeter Patrol Ho?ohui.
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?O ka nānā?ana a me ke kūlohelohe
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Nā mea uila holoholona hihiu; Anti - Kāko?o Paipai.
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Huli
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Ai - Nā hanana i nā hanana i hō?ike?ia "E?imi i nā pahu āpau me nā wa?a ma nā wa?a ma DOCK # 3" nīnau.
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5. Mākeke ma waho
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2024 mākeke mākeke: ~ US $ 6.5 billion biliona ma AI Video Tericaque.
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?O 2030 Kūkā: US $ 28.8 biliona (cagr ~ 30.6%)
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Nā mea ho?okele e pili ana i nā kūlanakauhale akamai, ka palekana o ka lawe?ana, nā mea kū?ai aku, a me nā ke?ena holoholona hihiu.
6. E kūlike, no?ono?o a me nā mana?o no?ono?o
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KAHIKI: E hō?emi i ka ho?ouna wikiō ma ke - Pūnaewele Pūnaewele (Blurring non - search).
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Ua kaomi Ke ki?i?ia: Ke a?o?ana ma nā Daversets Daversets e pale i nā kuhi hewa Demographic.
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Ke ho?okō nei ka ho?oponopono?ana: GDPR, CCPP, e kū mai ana i nā ki?i ki?i?o AI Carmeworks.
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Palekana: E hō?oia i nā hi?ohi?ona e hā?awi?ia iā lākou iho he tamper -
7. Nā hi?ohi?ona ma mua
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Ke ho?omau nei i ke a?o?ana ma ke kihi: Nā kāmera e ho?opa?a i ka?ikepili ma ka?ike kūloko
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Multi - Mussor Fusion: Ho?opili i ka wikiō RGG me Thermal, Liki, Audio No ka?ike?ana i ka mea i?ike?ia.
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EA: Nā hi?ohi?ona e ho?omaopopo i nā?ano hana (e.g.,
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Nā hi?ohi?ona māmā māmā: Nā mea nānā i ho?onui?ia no nā kikowaena kiko'ī (nā moku moana, avian?ano).
Hō?a?ake?a
Ma ka embedding hohonu - Nā Pīpeku Kū?ai Kū?ai i nā polokalamu ha?uki a me nā'ōnaehana palekana, nā'ōnaehana palekana i kēia manawa E ho?omaopopo i nā ho?oweliweli-From intruders e?ae?ole i nā drones-i loko o ka hana maoli.?O ka manawa a pau e hō?emi ana i nā kumukū?ai a me nā hana hana. Ua ho?opi?i?ia ka mākeke no ka ulu wikiwiki?ana, ho?okele?ia e nā holomua ma ke kūle?a?ana, nui ka hana?ana i nā hana.