
Ha?a??ar Ai zurfi koyo tare da kyamarar saadi: cikakkiyar madaidaiciya
Tsaro na zamani dogara AN - Kamara ta Kulawa cewa wuce bayan rikodin m. Ta hanyar saka zurfi - Modeling Model - ko dai akan kyamarar ("Edge AI") ko a cikin girgije-wa?annan tsarin na iya fid da Mutane, fuskoki, motoci (motoci, jirgi, jirgin sama, dress), da dabbobi a zahiri - lokaci. Da ke ?asa akwai cikakken tsari, tare da hangen nesa na bayani, na yadda wannan ha?in yana aiki kuma me yasa yake da muhimmanci.
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Kulawa Ai ya biyo baya bututun mai:
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Kulawa na bidiyo: High-TOROWROWROWROWRES DAGA IP / PTZ.
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Pre - sarrafawa: Tsarin hakar, sake zama, daidaituwa.
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Tushe: Gano abu da rarrabuwa ta hanyar CNNS (E.G., Yolov7, sauri r - CNN).
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Post - sarrafawa: Binciko, tsara zamani, Metadata shiga.
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Mataki: Tura Fadakarwa, Shirya Shirye-shiryen, Trigger damar - Tsarin sarrafawa.
2. Edge vs. Curch Ai Fannin gine-gine
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Edge AI:
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Indistes on - kyamara ko on - NVR / DVR.
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Rabi: Ultra - L Laxecy, rage bandwidth, filin aiki.
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Fura'i: Limited Kayayyakin Tsarin Model, Yawan farashin kayan aiki.
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Cloud Ai:
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Koguna da aka aiko zuwa ga ?arfin GPUs mai ?arfi.
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Rabi: ?arin samfuran ci gaba, sabuntawa da aka tattara.
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Fura'i: Mafi girma lacteccy, tsare sirri, farashin cibiyar sadarwa mai gudana.
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Hybrid: Ganowa mai mahimmanci a gefe; zuriya na zurfi cikin girgije.
3. Ganewa iyawar ganewa
Nau'in abu | Mahimmin fasahar | Tasirin tsaro |
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Na ?an Adam | Samfurin gano mutum (E.G., Openpose) | Fadakarwa fadakarwa; yana rage ?ararrawa na karya daga wa?anda ba sa |
Fuska | Gano fuska & Acbedings (Facenet, Deatface) | Ikon samun dama; Watch - Jerin daidaitawa |
Kayan sufuri | Multi - Abubuwan ganowa na Class + LPR (lasisi - farantin farantin) | Zirga-zirga / abubuwan lura; ba da izini ba - Takaddar abin hawa |
Jirgin ruwa / jirgin sama / jirgin sama | Abubuwan da ke tattare da masu ganowa a kan dataine / Aero | Tashar jiragen ruwa da kuma tsaro na Airfield; A'a - tashi - Takaitaccen yanki |
Dabba | Nono / Classifiers | Kulawa; Karya - Rageararrawa raguwa |
4. Aikace-aikace aikace-aikace & amfani da lokuta
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Tsaro na Finalai
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Gano wuri, iskar tafila, ba tare da izini ba - BARD.
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Ikon samun dama
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Fuska - wasa da ma'aikaci ko database vip; Timstamped shigar da rajistan shiga.
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Harkokin zirga-zirga & tashar jiragen ruwa
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Lissafin Motsa, LPR don Tolls ko ?untatawa - Dokar yanki; Jirgin baya.
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Filin jirgin sama & mahimman abubuwan more rayuwa
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Ganowa cikin nutsuwa; ci gaba na cigaba.
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Kulawa da Kula da Muhalli
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Balaguro na dabba; Anti - Taimako na Patrol.
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Binciken Bincike
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Ai - Abubuwan da suka gabata suna ba da damar "Nemi dukkan firam tare da kwale-kwale a Dock # 3" Tambayoyi.
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5. Kasuwa Outlook
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Girman kasuwa na 2024: ~ US $ 6.5 biliyan a cikin AI bidiyo sa ido.
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2030 Tsarin: Amurka $ 28.8 (Cagr ~ 30.6%)
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Direbobi sun hada birane masu wayo, tsaro na sufuri, Retail na nazari, da kiyayewa na daji.
6. Hakika, Sirrin Sirrin & Aiki na Aiki
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Madaidaici: Yawan rage watsawa na rawaya; a kan - na'urar ba ta dace ba (haske ba - manufa).
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Bias MITITGIT: Horar da bayanan da ke cikin damfara don gujewa ilimin misalai.
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Yarjejeniyar Ka'idoji: GDP, CCPA, CCPA, mai fitowa da tsarin mulkin AI.
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Tsaro: Tabbatar da samfuran AI da kansu suna da tsayayye - mai tsauri.
7. Abubuwan da zasu biyo baya
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Cigaba da koyo a gefen: Kyamarori wa?anda suka yiwa bayanan gida (Babban Takuwa).
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Multi - firstor FusionHa?awa da RGB bidiyo tare da thermal, Lidar, Audio don Ganowar Robust.
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Hankali AI: Manufofin da suka fahimci halayyar (misali, "," hannun - ta tashe "vs." Makamai - A shirye ").
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Kayan kwalliya na Haske: Ingantaccen masu ganowa don takamaiman yanki (tasoshin ruwa, jinsin Avian).
Ta?aitawa
Ta hanyar saka zurfi - bututun koyan cikin kayan aikin sa ido da software, tsarin tsaro yanzu gano barazanar-Krom masu iyaye don jiragen sama marasa izini - lokaci, duk lokacin da rage ?ararrawa da farashin aiki. An shirya kasuwar don saurin girma, da ci gaba ta ci gaba a cikin computing, Multi - firstor Ai, da kuma ayyukan tura hannu.