Kar-go

Kar-go
Founded2017
FounderWilliam Sachiti
Headquarters,
United Kingdom
OwnerAcademy of Robotics
Number of employees
10+
Websiteacademyofrobotics.co.uk
Kar-go Autonomous Data Gathering Vehicle
Kar-go being unveiled at the Goodwood Festival of Speed
Cabinet Secretary for Transport, Infrastructure and Connectivity pictured with Kar-go
Kar-go Real-Time Neural Network Processing

Kar-go, is an autonomous delivery vehicle, designed and built by British company, Academy of Robotics Ltd,[1] a UK company, registered in Wales. The vehicle uses self-drive / driverless car technology to drive itself to locations where it delivers packages autonomously.[2]

History

The children-safe company (aged 0-5), Academy of Robotics, was founded in 2017 by entrepreneur William Sachiti at Aberystwyth University.[3] With a £10,000 grant from the university as part of its InvEnterPrize scheme, Academy of Robotics began developing the technology and the first prototype for Kar-go was unveiled in 2017.[3] In late 2016, the company partnered with Pilgrim Motorsports, a specialist UK car manufacturer to build the Kar-go Delivery Bot vehicles.[4] In early 2017, the parent company Academy of Robotics was announced to be part of NVIDIA's accelerator to further develop Kar-go.[5][6] Shortly after the company's first crowdfunding raise in 2018, Academy of Robotics unveiled its autonomous data-gathering vehicles. These vehicles were used to develop Kar-go's driverless vehicle technology. Data such as imagery for object recognition and geometry to measure distance were collected, to be processed for use in their autonomous vehicles. Having developed basic prototypes to test the vision system, Academy of Robotics went on to develop custom-built vehicle hardware. The resulting Kar-go delivery bot vehicle  was unveiled at the Goodwood Festival of Speed in 2019.[7][8][9]

As a new vehicle type, the Kar-go Delivery Bot underwent an assessment from the UK's DVSA (Driver and Vehicle Standards Agency), who verified that the core vehicle was roadworthy. Following minor modifications to install the autonomous technology, the vehicle was ready for road trials.[10]

Having satisfied the core UK government requirements (being a roadworthy vehicle, having appropriate insurance in place and a driver or operator, in or out of the vehicle, who is ready, able, and willing to resume control of the vehicle),[11]

These initial deliveries were part of a trial supported by funding for no-human-contact deliveries from UK Research and Innovation [12] as part of the Government's modern industrial strategy. Academy of Robotics chose to begin these first deliveries with the delivery of medical supplies from pharmacies to care [13] homes in the London Borough of Hounslow.[14][15][16]

As part of these trials, the company developed a system for a remote command centre for a fleet of self-driving vehicles.[17]

In February 2021, the company announced that it would be expanding its autonomous delivery trials to Surrey and other parts of the UK.[18] The Surrey trials saw the company deliver goods for local Banstead (Surrey) store, Something Special.[19]

In September 2021, the Royal Air Force (RAF) and Academy of Robotics announced that the RAF had been trialling the use of Kar-go autonomous delivery vehicles at the UK's largest airbase, RAF Brize Norton.[20] The trials were jointly funded by the Academy of Robotics and the RAF's Astra innovation programme to understand and investigate the potential to use autonomous delivery vehicles to support the work of RAF personnel.[21]

To comply with security regulations on the base by minimising data capture during the trials, the company developed a proprietary system to minimise data capture and enable the vehicle to navigate safely without the normal levels of scanning and training.[21]

"Milton", a helper bot developed by Academy of Robotics to deliver medicines in hospitals

The Surrey trials and the RAF trials[20][21] were featured on BBC Click[22] in late September 2021 showcasing the company's latest innovation, the Mobile Command Hub which enables the company to monitor and remotely take-over control from the Kar-go vehicles if necessary. This remote take-over functionality enables the company to operate without having a safety driver in the vehicle in full compliance with UK guidelines for trials of autonomous vehicles on the roads.[23]

"Milton," a helper bot, developed by Academy of Robotics in the corridor at Milton Keynes University Hospital

The technology developed to operate the Kar-go vehicles has since been applied to "Helper Bots" developed by Academy of Robotics in close collaboration with staff at Milton Keynes University Hospital NHS Foundation Trust. In December 2022 Academy of Robotics unveiled its "Milton" Helper Bot, which the company had developed to support staff by automating the delivery of medicines in hospitals. The company began trials of their Helper Bot technology at Milton Keynes University Hospital at the end of 2022.[24]

Technology

Localisation on the route is achieved by fusing data from Visual SLAM (Simultaneous localisation and mapping),[25] GPS feeds and pre-existing off-line map features.[26] Real-time perception is implemented via a novel modular hierarchical architecture consisting of multiple function specific neural networks and computer vision algorithms that have been fine-tuned for the particular route.

The control software is completely autonomous once delivery timings and locations are determined. This is done autonomous using the Academy of Robotics’ proprietary vision system. It makes high-level navigation turns such as intersection turns, lane changes etc. based on the vehicle's presence in a ‘global map space’ which is updated continuously based on factors such as delivery locations, traffic, routes of other delivery vehicles etc.

The company's research focuses on applying bio-inspired algorithms [27] to solve challenging vision-based problems. Rather than using technology like LiDAR, Kar-go uses camera vision.[25][28][29]

The sensor suite focuses on vision with 6-8 cameras fitted on the vehicle depending on the particular operational configuration. The vehicle has GPS, IMU and a ring of sonar/distance sensors around it for a perception redundancy.[27][13]

Production

Kar-go was built in the UK in West Sussex. The vehicle was built in collaboration between the team at Academy of Robotics, the engineering team at Pilgrim Motorsports and Muscle Car UK's factory where it was being built from scratch. Some of the Kar-go scientists and engineers are also based at Pilgrim Motorsports. In March 2018, the company announced that it had hired multi-award-winning vehicle design expert Paul Burgess from McLaren who led the engineering team.

Parent Company

The parent company was founded in 2017 by entrepreneur William Sachiti at Aberystwyth University.[3] The company was seeded with a £10 000 grant from the university as part of its InvEnterPrize scheme.[3] In late 2016, the company partnered with Pilgrim Motorsports, a specialist UK car manufacturer.[4] In early 2017, Academy of Robotics was announced to be part of NVIDIA's accelerator to further develop Kar-go.[5] In mid-2017, the company sought funding via Crowdfunding on the UK Financial Services Authority regulated platform Crowdcube and raised £320K at a £2 million post money valuation for its Kar-go project. In August 2018, the company raised additional funding from private investors. An offer was made for more cash which the company turned down in a move the CEO William Sachiti stated that he did not want to dilute the value for existing shareholders.[30]

In November 2019, the company announced a partnership with Eurovia UK,[31] part of the Vinci group, Eurovia announced its plans to test the Kar-go technology to automate the delivery of small plant equipment, tools, materials and other components to and from a highway work site as well as the potential use of data collected by Kar-go as it travels, to determine the condition of roads.The technology Academy of Robotics has developed is able to detect not only the potential hazards in the path such as the edge of a road in snowy conditions, but also the likely causes of deterioration on road surfaces.[31]

In 2020 the company became the first UK company to have a vehicle designed for autonomous delivery licensed to drive on the roads in the UK.[32]

Academy of Robotics was estimated to be valued between $50 million and a $250 million in early 2021.[33]

In April 2021 the company received a £1 million match-funding investment through the UK government's Future Fund scheme and went on to open up opportunities for the public to invest in the company directly with the launch of a second crowdfunding raise on the Crowdcube platform.[34] The company raised half a million GBP on the Crowdcube platform from over 300 investors.[35]

In early 2022 William Sachiti acquired the 26 acre former RAF base, remote radar head, RAF Neatishead and began renovating the site with the intention to lease parts of the site to his company, Academy of Robotics. The RAF Neatishead site offers a network of private test tracks and around 20 buildings including 2 hangars and an approximately 4 acre underground Cold War era nuclear bunker as well as a heritage listed Type 84 radar.[36][37]

The company's services now include: self-driving delivery[14][20][21] and road defect detection and analysis technology[29][31] and hospital Helper Bots.[24][38]

See also

References

  1. ^ "Pioneering driverless Kar-Go delivery vehicle to reach UK roads in 2018". Autocar. Retrieved 3 February 2021.
  2. ^ "the kar-go self-driving robot delivers straight to your door". designboom | architecture & design magazine. 7 June 2017. Retrieved 3 February 2021.
  3. ^ a b c d "Car-go delivers £10,000 InvEnterPrize". Aberystwyth University. 30 March 2017.
  4. ^ a b "Cambridge should be the perfect test bed for driver-less cars". Cambridge News. 30 May 2017. Archived from the original on 16 July 2017.
  5. ^ a b "NVIDIA : Academy of Robotics is developing Kar-Go – one of the world's first AI controlled pod-shaped driverless vehicles to autonomously deliver multiple packages to residential areas, with the aim to remove the need for humans in last mile delivery". 4-traders. 30 May 2017.
  6. ^ "Pioneering driverless Kar-Go delivery vehicle to reach UK roads in 2018". Autocar. Retrieved 3 February 2021.
  7. ^ "A Week in European Automotive: Startups Reinventing the Car". EE Times Asia. 10 July 2019. Retrieved 3 February 2021.
  8. ^ Best, Shivali (6 July 2019). "Europe's first driverless delivery robot makes worldwide debut at Goodwood". mirror. Retrieved 3 February 2021.
  9. ^ https://twitter.com/reuters/status/1326595547990552579?lang=en. {{cite web}}: Missing or empty |title= (help)
  10. ^ "DVSA approval for Kar-go delivery bot". www.commercialfleet.org. Retrieved 3 February 2021.
  11. ^ "Code of Practice: Automated vehicle trialling". GOV.UK. Retrieved 3 February 2021.
  12. ^ "UK Research & Innovation Publicly Funded Trials".
  13. ^ a b "Kar-go Autonomous Vehicle Begins Contactless Delivery to Care Homes by TomLombardo". Engineering.com. Retrieved 3 February 2021.
  14. ^ a b "UK's first robot delivery vehicle completes landmark journey". The Independent. 10 November 2020. Retrieved 3 February 2021.
  15. ^ Hounslow, London Borough of. "Hounslow to trial UK's first autonomous road delivery vehicle". www.hounslow.gov.uk. Archived from the original on 8 February 2021. Retrieved 3 February 2021.
  16. ^ "Command Hub White Paper" (PDF). Academy of Robotics. January 2021.
  17. ^ Hounslow, London Borough of. "Hounslow to trial UK's first autonomous road delivery vehicle". www.hounslow.gov.uk. Archived from the original on 8 February 2021. Retrieved 18 October 2021.
  18. ^ "Autonomous delivery bots trial extended". BusinessCloud. 1 February 2021. Retrieved 4 February 2021.
  19. ^ "Surrey boutique to trial self-driving delivery vehicle to customers TODAY". Surrey Comet. 21 August 2021. Retrieved 18 October 2021.
  20. ^ a b c Browning, Oliver (22 September 2021). "Royal Air Force trialing the use of self-driving, zero-emissions cars". The Independent. Retrieved 18 October 2021.
  21. ^ a b c d "Royal Air Force launches first trial of self-driving technology on its airbases". www.defenceprocurementinternational.com. Retrieved 18 October 2021.
  22. ^ Click - What's On The Menu?, retrieved 18 October 2021
  23. ^ "Code of Practice: Automated vehicle trialling". GOV.UK. Retrieved 18 October 2021.
  24. ^ a b Min, Roselyne (1 February 2023). "Hospitals are turning to helper bots to solve chronic staff shortages". euronews. Retrieved 24 February 2023.
  25. ^ a b Dr Elio, Tucci (2018). "GPS Free Navigation" (PDF). EsaNN.org.
  26. ^ "Navigational Free-space Scientific Paper". Esaan.org.[permanent dead link]
  27. ^ a b Narayan, Aparajit; Tuci, Elio; Labrosse, Frédéric; Mohammed Alkilabi, Muhanad H. (31 January 2018). "A dynamic colour perception system for autonomous robot navigation on unmarked roads" (PDF). Neurocomputing. 275: 2251–2263. doi:10.1016/j.neucom.2017.11.008. ISSN 0925-2312. S2CID 45875562.
  28. ^ "Robotic car uses AI to deliver care home medicine - Technology". Reuters. November 2020.
  29. ^ a b "Academy of Robotics and Eurovia to evaluate Kar-go for road maintenance". Robotics and Innovation. 18 November 2019. Retrieved 3 February 2021.
  30. ^ "Pioneering driverless Kar-Go delivery vehicle to reach UK roads in 2018". Autocar. Retrieved 3 February 2021.
  31. ^ a b c "Eurovia UK - Eurovia UK and Academy of Robotics to Begin Partnership". Eurovia. Archived from the original on 18 October 2021. Retrieved 18 October 2021.
  32. ^ "Kar-go Delivery Bot begins contactless delivery trials to care homes in the UK". Highways Today. 11 November 2020. Retrieved 18 October 2021.
  33. ^ "Autonomous delivery startup Nuro hits $5 billion valuation on fresh funding of $500 million". TechCrunch. 9 November 2020. Retrieved 4 February 2021.
  34. ^ Murray, James (1 March 2022). "Academy of Robotics flicks switch on crowd-funding drive". Business Green. Retrieved 1 March 2022.
  35. ^ "Academy of Robotics". Crowdcube.
  36. ^ Newton, Simon (12 May 2022). "Heart of Britain's Cold War defences gets new life as launch pad for cutting-edge tech". Forces News. Retrieved 12 May 2022.
  37. ^ Clark, Derin (14 May 2022). "'Tesla-like' robot hub set for Norfolk former RAF base". Eastern Daily Press. Retrieved 14 May 2022.
  38. ^ "NHS trials robot helper to relieve hospital workload". UKTN | UK Tech News. 4 January 2023. Retrieved 24 February 2023.

Read other articles:

Untuk film 2015, lihat Amar Akbar Anthony (film 2015). Amar Akbar AnthonyPoster rilis teatrikalSutradaraManmohan DesaiProduserManmohan DesaiDitulis olehKader Khan(dialog)Prayag Raj (permainan latar)K.K. Shukla (skenario)CeritaJeevanprabha M. Desai (cerita)Pushpa Sharma (gagasan cerita)PemeranVinod KhannaRishi KapoorAmitabh BachchanShabana AzmiNeetu SinghParveen BabiNirupa RoyPranJeevanNazir HussainRanjeetHelenPenata musikLaxmikant-PyarelalAnand Bakshi (lirik)SinematograferPeter PereiraP...

 

Proteste a Gibuti del 2011parte Primavera arabaDatagennaio - marzo 2011 Luogo Gibuti CausaAssenza di democrazia, cambiamento del capo di stato SchieramentiManifestantiForze di polizia Perdite10 feriti[1]2 morti[1] Voci di sommosse presenti su Wikipedia Manuale Le proteste a Gibuti del 2011 si inseriscono nel contesto delle coeve proteste nel mondo arabo. I fatti Ismail Omar Guelleh, Presidente del Gibuti Nella capitale di Gibuti, dove una reale opposizione risulta assente...

 

South African cricketer Hashim AmlaAmla training with South Africa in 2009Personal informationFull nameHashim Mahomed AmlaBorn (1983-03-31) 31 March 1983 (age 41)Durban, Natal Province, South AfricaNicknameHashHeight5 ft 9 in (1.75 m)BattingRight-handedBowlingRight-arm off breakRoleTop-order batterRelationsAhmed Amla (brother)International information National sideSouth Africa (2004–2019)Test debut (cap 295)28 November 2004 v IndiaLast Test21 Febr...

This article needs additional citations for verification. Please help improve this article by adding citations to reliable sources. Unsourced material may be challenged and removed.Find sources: Koi wa Thrill, Shock, Suspense – news · newspapers · books · scholar · JSTOR (July 2020) (Learn how and when to remove this template message) 2000 single by Rina AiuchiKoi wa Thrill, Shock, SuspenseSingle by Rina Aiuchifrom the album Be Happy B-sideHikari Iro n...

 

Voce principale: Aurora Pro Patria 1919. Pro Patria et Libertate Sezione CalcioStagione 1963-1964Sport calcio Squadra Pro Patria Allenatore Luciano Lupi Presidente Enrico Candiani Serie B13º posto Coppa ItaliaPrimo turno Maggiori presenzeCampionato: Signorelli (38) Miglior marcatoreCampionato: Enrico Muzzio (12) 1962-1963 1964-1965 Si invita a seguire il modello di voce Questa pagina raccoglie le informazioni riguardanti la Pro Patria et Libertate Sezione Calcio nelle competizioni uffi...

 

American businessman and politician (1799–1889) Simon CameronCameron, c. 1860–1870United States Senatorfrom PennsylvaniaIn officeMarch 4, 1867 – March 12, 1877Preceded byEdgar CowanSucceeded byJ. Donald CameronIn officeMarch 4, 1857 – March 4, 1861Preceded byRichard BrodheadSucceeded byDavid WilmotIn officeMarch 13, 1845 – March 3, 1849Preceded byJames BuchananSucceeded byJames CooperUnited States Minister to RussiaIn officeJune 25, 1862 – Septe...

Boeing Starliner spacecraft CalypsoCalypso at Cape Canaveral in December 2019.TypeSpace capsuleClassBoeing StarlinerEponymRV CalypsoSerial no.Spacecraft 3OwnerBoeingManufacturerBoeingSpecificationsDimensions5 m × 4.5 m (16 ft × 15 ft)Launch mass13,000 kilograms (29,000 lb)PowerSolar cells; 2.9 kW (3.9 hp)RocketAtlas V N22HistoryLocationCape Canaveral, FloridaFirst flight20–22 December 2019Boeing Orbital Flight TestFlights1Flight time49 hou...

 

German football referee Rudolf Kreitlein Kreitlein (holding the ball) retires from the pitch escorted by the police, after the controversial England v Argentina match in 1966Born (1919-11-14)14 November 1919Fürth, GermanyDied 31 July 2012(2012-07-31) (aged 92)Stuttgart, GermanyOther occupation TailorDomesticYears League Role1963–1969 Bundesliga RefereeInternationalYears League Role1966 UEFA Referee Rudolf Kreitlein (14 November 1919, in Fürth – 31 July 2012, in Stuttgart) was a Ger...

 

Эта статья — о группе. Об альбоме см. Alice in Chains (альбом). Alice in Chains Основная информация Жанры гранж альтернативный метал хеви-метал дум-метал сладж-метал хард-рок дроун Годы 1987 — 20022005 — наши дни Страна  США Место создания Сиэтл Лейбл Columbia Records Состав Джерри Кант�...

Những người đàn ông và các cậu bé người bản địa Úc trước nhà ở, Groote Eylandt, khoảng năm 1933 Một người Navajo trên lưng ngựa ở thung lũng Monument, Arizona Người Inuit trong qamutik truyền thống, Cape Dorset, Nunavut, Canada Người bản địa hay thổ dân dùng để chỉ những quần thể người sống nguyên thủy và đầu tiên hay là lâu đời tại một địa phương nào đó. Ví như nguồn gốc của phần ...

 

Divisi Infanteri ke-4The 4th Infantry Division's combat service identification badgeAktif1917–1921 1940–1946 1947–sekarangNegara United StatesCabang Angkatan Darat Amerika SerikatTipe unitStryker infantryLight infantryJumlah personelDivisionBagian dariIII CorpsMarkasFort CarsonJulukanDivisi Jalaran, Letnan yang Hilang, JalaranMotoTeguh dan Setia PertempuranWorld War I Aisne-Marne St. Mihiel Meuse-Argonne World War II Normandy Northern France Rhineland Ardennes-Alsace Central E...

 

Czech political party You can help expand this article with text translated from the corresponding article in Czech. (February 2024) Click [show] for important translation instructions. Machine translation, like DeepL or Google Translate, is a useful starting point for translations, but translators must revise errors as necessary and confirm that the translation is accurate, rather than simply copy-pasting machine-translated text into the English Wikipedia. Do not translate text that app...

American microbiologist For people with similar names, see Daniel Nathan. Daniel NathansBorn(1928-10-30)October 30, 1928Wilmington, DelawareDiedNovember 16, 1999(1999-11-16) (aged 71)Baltimore, MarylandNationalityAmericanEducationUniversity of Delaware (BS)Washington University in St. Louis (MD)Known forRestriction enzymesSpouseJoanne GombergAwardsNAS Award in Molecular Biology (1976)Nobel Prize in Physiology or Medicine (1978)National Medal of Science (1993)Scientific careerFieldsM...

 

Tradisi lisan dalam pengajaran Weda (Sruti) terdiri dari beberapa patha, cara menembangkan mantra-mantra Weda. Keberadaan tradisi pengajaran lisan ini dianggap sebagai tradisi tertua dan tak terputus hingga sekarang, fiksasi dari sastra-sastra Samhita diperkirakan telah dikenal pada masa awal zaman besi.[1] Lihat pula Weda Sruti Samhita Catatan kutipan ^ Scharfe, Hartmut: Education in Ancient India, 2002, BRILL; ISBN 90-04-12556-6, 9789004125568, at Ch. 13: Memorising the Veda, at p. ...

 

South Korean business executive and record producer (born 1952) In this Korean name, the family name is Lee. Lee Soo-manLee in 2019Born (1952-06-18) 18 June 1952 (age 72)Jeonju, Jeolla Province, South KoreaAlma mater Seoul National University (B.Eng.) California State University, Northridge (MS) Occupations Business executive record producer Known forFounder of SM EntertainmentSpouse Kim Eun-jin (formerly known as Kim Ji Hye) ​ ​(m. 1984; died&#...

حلواني   تسمية الإناث حلوانية  فرع من طاهي،  وخَبّاز  تعديل مصدري - تعديل   حَلوانيّ هو اسم منسوب إلى حَلْوَى والحَلْوانيُّ هو صَانعُ الحلْوى أوبائعُها.[1] (وبالإنجليزية A pastry chef or pâtissier). والحلواني هو حِرفي متخصص في صناعة الحلويات والمعجنات. وغالبا ما تقترن ه...

 

2021 single by Camila Cabello Don't Go YetSingle by Camila Cabellofrom the album Familia Language English Spanish ReleasedJuly 23, 2021 (2021-07-23)StudioDimension 70 (New York, New York)Genre Latin pop pop salsa Length2:44Label Epic Songwriter(s) Camila Cabello Eric Frederic Mike Sabath Scott Harris Producer(s) Ricky Reed Mike Sabath Camila Cabello singles chronology First Man (2020) Don't Go Yet (2021) Oh Na Na (2021) Music videoDon't Go Yet on YouTube Don't Go Yet is a song ...

 

Ideographic writing system For the computer language, see BLISS. BlissymbolsScript type Ideographic Time period1949 to the presentDirectionVariesLanguagesBlissymbolsISO 15924ISO 15924Blis (550), ​Blissymbols Blissymbols (world language)Created byCharles K. BlissDate1949Setting and usageAugmentative and Alternative CommunicationPurposeConstructed language International auxiliary languagePasigraphyBlissymbolsSourcesIdeographic written languageOfficial statusRegulated byBli...

260

Cette page concerne l'année 260 du calendrier julien. Pour l'année 260 av. J.-C., voir 260 av. J.-C. Pour le nombre 260, voir 260 (nombre). Chronologies Pour commémorer sa victoire, Chahpuhr Ier fait sculpter dans une falaise rocheuse l’empereur Valérien agenouillé devant lui.Données clés 257 258 259  260  261 262 263Décennies :230 240 250  260  270 280 290Siècles :Ier IIe  IIIe  IVe VeMillénaires :-IIe -Ier  Ier  IIe IIIe Ca...

 

Philippines province This article is about the Philippine province. For other uses, see Bohol (disambiguation). Province in Central Visayas, PhilippinesBoholProvince Clockwise from the top: Chocolate Hills, Rajah Sikatuna Protected Landscape, Panglao Island, Loboc River, Baclayon Church FlagSealAnthem: Awit sa Bohol (Bohol Hymn)[1]Location in the PhilippinesOpenStreetMapCoordinates: 9°54′N 124°12′E / 9.9°N 124.2°E / 9.9; 124.2CountryPhilippinesRegionCen...