
Ho kopanya ho ithuta hampe ka ho ithuta ka ho hlaka: Kakaretso e felletseng
T?ireletseho ea sejoale-joale e it?etleha ka AI - Lik'hamera tsa Polelo e Khoetsoeng e latelang e rekotiloeng. Ka ho ea ka ho teba - mehlala - leha e le hore e be kh'amera ("Edge ai") kapa ka leru - litsamaisong tsa tsona lemoha Batho, lifahleho, likoloi, libapakele, lifofane, lifofane) le liphoofolo tsa Sebele. Ka tlase ke pherekano e qaqileng, e nang le mangolo a hlalosang, ka hore na ho kopana hona ho sebetsa joang le hore na ke hobaneng ho bohlokoa.
1. End - ho - ho khutlisa lefa la ho iphetetsa
Aterese ea Ai e latela sepalami se hlophisitsoeng:
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Ho hapa video: Plarat - Likhabutla tse rarollang tsa IP / PTZ.
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Pele - ho sebetsa: Nyono e nkiloeng, e fokotsa, e tloaelehileng.
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Ines: Ho lemoha ha ntho le ho khethoa ka cnns (e.g., yolov7, ka potlako r - CNN).
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Post - Ts'ebetso: Ho latela, moloko o hlokometseng, ho rema litseleng.
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Ketso: Litsebiso tsa pussic, lintlha tsa rekota, li etsa phetoho - lits'ebetso tsa taolo.
2. Edge Vs. Cloud Ai Architecture
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Bohale ai:
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Ka ntle ho eng ho - kh'amera kapa ho - Mookameli oa Nvr / DVR.
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Profil: Ultra - Ultra - Lated Lock Losch, o ile a fokotsa bandwidth, ts'ebetso ea kantle ho naha.
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Cons: Ho rarahana moeli o lekanyelitsoeng, lit?enyehelo tsa Hardware.
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Ai:
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Melapo e rometsoeng ho doacaconter e matla gpus.
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Profil: Litsela tse tsoetseng pele tse tsoetseng pele, liketsahalo tse bohareng.
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Cons: Latency e phahameng, ea nahanisisang, lit?enyehelo tse sa feleng tsa marang-rang.
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Hybrid: Ho lemoha ho kotsi ho bohale; tlhahlobo e tebileng ka leru.
3. Bokooa bo anngoeng
Mofuta oa ntho | Technology Study | T?usumetso ea ts'ireletso |
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Motho | Mefuta ea motho (e.g., ho butsoe) | Tlhokomeliso e kenang; Fokotsa alate ea leshano ho tloha ho bao e seng - batho |
Sefahleho | Ho hlokahala sefahleho le ho kenyelletsa (CARDSET, Atloe) | Taolo ea taolo; Shebella - Lethathamo le t?oanang |
Koloi | Multi - Litlhoro tsa liliba + LPnsen - Khohlo ea poleiti) | Ho beha leihlo la sephethephethe / thepa; o sa lumelloe - tlhokomeliso ea likoloi |
Boat / Aircraft / Drone | Li-distel tse ikhethang li koetlisitse litsing tsa metsing / aero dataasets | Polokeho ea Port le lebala; Che - fofa - Karolo ea Sebaka |
Phoofolo | Liphoofolo tse hlaha tse hlaha / liphoofolo tsa lapeng | Ho beha leihlo; leshano - Phokotso ea alamo |
4. Likopo tse sebetsang le ho sebelisa linyeoe
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Ts'ireletso ea Boferekano
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Ho lemoha ho akheha, liaparo tsa catriwire, liapole tse sa lumelloang - lialamo tsa ho kena.
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Taolo ea ho fihlella
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Sefahleho - Papali khahlanong le mosebeletsi kapa li-Databases tsa vip; li-log tsa nako ea nako.
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Ts'ireletso ea sephethe-phethe
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Koloi e bala, LPR bakeng sa litlolo kapa tse thibetsoeng - Qoso ea sebaka; ho latela sejana sa sekepe.
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Boema-fofane le lisebelisoa tse thata
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Drone inruce; Perimer Patrol.
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Liphoofolo tsa naha le ho lekola tikoloho ea tikoloho
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Ho lateloa ke liphoofolo; Anti - Ho beha t?ehetso ea patero.
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Search sa pele
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AI - Liketsahalo tse sa lekanyetsoang li etsa hore "fumana liforeimi tsohle tse nang le liketsoana ho li-Quere tsa Dock # 3".
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5. Mmaraka oa pokello
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Boholo ba mmaraka: ~ US $ 6.5 Li-bilione tsa ho beha leihlo video.
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Tlhahiso ea 2030: US $ 28.8 Billion (Caggr ~ 30.6%)
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Bakhanni ba kenyelletsa litoropo tse bohlale, polokeho ea lipalangoang, bahlabani ba libaka le matlotlo a hlaha.
6. LITLHAKISO TSA BOTSOALLE LE HO BONAHALA
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Lekunutu: Ho fokotsa phetisetso ea video ea raw; ho - UNonyminization (ho fifala ho sa ngolisoe.
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Bitigation ea Bias: Koetlisa ho libaka tse fapaneng ho qoba maemo a leholimo a fosahetseng.
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Taelo ea tsamaiso ka tumellano: Gdwn, Ccpa, a hlaheloa ke Merame ea Moruti.
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Ts'ireletso: Ho netefatsa mefuta ea AI ke Triper - Hanyetsanang.
7. Liteko tsa Bokamoso
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Ho ithuta ka ho tsoela pele ka bohale: Likh'a khamera tse mabapi le data ea lehae (thuto ea ho ithuta).
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Mulli - Sensor Fusion: Ho kopanya video ea RGB le Furrmal, Lidar, audio bakeng sa ho e fumana.
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Setifineng ai: Mehlala e utloisisang boitshwaro (e.g., "letsoho - ho phahamisitsoeng" vs ").
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Mefuta e makatsang e ikhethang: Litopo tse ntlafalitsoeng bakeng sa libaka tse khethehileng (Merine ea metsing ea li-avian).
Kakaretso
Ka ho latela botebo ba ho ithuta Qolla lit?oso-For o kena-kenana le li-drones tse sa tsejoeng - ke tsa Sebele - Linako tsohle, ha li ntse li fokotsa litsi tsa leshano le lit?enyehelo tsa ts'ebetso. Mmaraka o ikemiselitse ho hola ka potlako, o khannoa ke tsoelo-pele ea moeli oa mongata, Multi - Sensor Ai le mekhoa e ikarabellang ea ho tsamaisa Ai le mekhoa e hlokang boikarabello.