Toyota Motor unit Woven Planet is following the lead of Tesla in trying to advance self-driving technology with low-cost cameras.
Woven Planet said it was able to use cameras to collect data and effectively train its self-driving system, a "breakthrough" that it hoped would help to drive down costs and scale up the technology.
Gathering diverse driving data using a massive fleet of cars is critical to developing a strong self-driving car system, but it is costly and not scalable to test autonomous vehicles with expensive sensors, it said.
Woven Planet still uses data collected from other sensors such as radars and lidars for training as well as long-term use.
Tesla has been betting on cameras to collect data from more than one million vehicles on the road to develop its automated driving technology, while Alphabet's Waymo and other self-driving car firms added expensive sensors such as lidars to a small number of vehicles.
"We need a lot of data. And it's not sufficient to just have a small amount of data that can be collected from a small fleet of very expensive autonomous vehicles," said Michael Benisch, vice president of engineering at Woven Planet.
"Rather, we're trying to demonstrate that we can unlock the advantage that Toyota and a large auto maker would have, which is access to a huge corpus of data but with a much lower fidelity."
Mr Benisch, is a former engineering director at Lyft's self-driving division, which Toyota acquired last year.
Woven Planet uses cameras that are 90 per cent cheaper than sensors that it used before and can be easily installed in fleets of passenger cars.
It said using most data from low-cost cameras increased its system's performance to a level similar to when the system was trained exclusively on high-cost sensor data.
But Toyota would still use several sensors such as lidars and radars for robotaxis and other autonomous vehicles to be sent on the road, as this seemed to be the best, safest approach to developing robotaxis, Mr Benisch said.
Toyota is also in a partnership with Aurora in testing an autonomous ride-hailing fleet based on the Toyota Sienna minivans, equipped with lidars, radars and cameras.
"But in many, many years, it's entirely possible that camera type technology can catch up and overtake some of the more advanced sensors," Mr Benisch said.
"The question may be more about when and how long it will take to reach a level of safety and reliability. I don't believe we know that yet."
Tesla's chief executive Elon Musk said it could achieve full autonomy with cameras this year after missing earlier targets several times.
Key findings of Jenkins report
- Founder of the Muslim Brotherhood, Hassan al Banna, "accepted the political utility of violence"
- Views of key Muslim Brotherhood ideologue, Sayyid Qutb, have “consistently been understood” as permitting “the use of extreme violence in the pursuit of the perfect Islamic society” and “never been institutionally disowned” by the movement.
- Muslim Brotherhood at all levels has repeatedly defended Hamas attacks against Israel, including the use of suicide bombers and the killing of civilians.
- Laying out the report in the House of Commons, David Cameron told MPs: "The main findings of the review support the conclusion that membership of, association with, or influence by the Muslim Brotherhood should be considered as a possible indicator of extremism."
The President's Cake
Director: Hasan Hadi
Starring: Baneen Ahmad Nayyef, Waheed Thabet Khreibat, Sajad Mohamad Qasem
Rating: 4/5
Dubai Bling season three
Cast: Loujain Adada, Zeina Khoury, Farhana Bodi, Ebraheem Al Samadi, Mona Kattan, and couples Safa & Fahad Siddiqui and DJ Bliss & Danya Mohammed
Rating: 1/5
Where to donate in the UAE
The Emirates Charity Portal
You can donate to several registered charities through a “donation catalogue”. The use of the donation is quite specific, such as buying a fan for a poor family in Niger for Dh130.
The General Authority of Islamic Affairs & Endowments
The site has an e-donation service accepting debit card, credit card or e-Dirham, an electronic payment tool developed by the Ministry of Finance and First Abu Dhabi Bank.
Al Noor Special Needs Centre
You can donate online or order Smiles n’ Stuff products handcrafted by Al Noor students. The centre publishes a wish list of extras needed, starting at Dh500.
Beit Al Khair Society
Beit Al Khair Society has the motto “From – and to – the UAE,” with donations going towards the neediest in the country. Its website has a list of physical donation sites, but people can also contribute money by SMS, bank transfer and through the hotline 800-22554.
Dar Al Ber Society
Dar Al Ber Society, which has charity projects in 39 countries, accept cash payments, money transfers or SMS donations. Its donation hotline is 800-79.
Dubai Cares
Dubai Cares provides several options for individuals and companies to donate, including online, through banks, at retail outlets, via phone and by purchasing Dubai Cares branded merchandise. It is currently running a campaign called Bookings 2030, which allows people to help change the future of six underprivileged children and young people.
Emirates Airline Foundation
Those who travel on Emirates have undoubtedly seen the little donation envelopes in the seat pockets. But the foundation also accepts donations online and in the form of Skywards Miles. Donated miles are used to sponsor travel for doctors, surgeons, engineers and other professionals volunteering on humanitarian missions around the world.
Emirates Red Crescent
On the Emirates Red Crescent website you can choose between 35 different purposes for your donation, such as providing food for fasters, supporting debtors and contributing to a refugee women fund. It also has a list of bank accounts for each donation type.
Gulf for Good
Gulf for Good raises funds for partner charity projects through challenges, like climbing Kilimanjaro and cycling through Thailand. This year’s projects are in partnership with Street Child Nepal, Larchfield Kids, the Foundation for African Empowerment and SOS Children's Villages. Since 2001, the organisation has raised more than $3.5 million (Dh12.8m) in support of over 50 children’s charities.
Noor Dubai Foundation
Sheikh Mohammed bin Rashid Al Maktoum launched the Noor Dubai Foundation a decade ago with the aim of eliminating all forms of preventable blindness globally. You can donate Dh50 to support mobile eye camps by texting the word “Noor” to 4565 (Etisalat) or 4849 (du).
Desert Warrior
Starring: Anthony Mackie, Aiysha Hart, Ben Kingsley
Director: Rupert Wyatt
Rating: 3/5
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TO ALL THE BOYS: ALWAYS AND FOREVER
Directed by: Michael Fimognari
Starring: Lana Condor and Noah Centineo
Two stars
THE SPECS
Aston Martin Rapide AMR
Engine: 6.0-litre V12
Transmission: Touchtronic III eight-speed automatic
Power: 595bhp
Torque: 630Nm
Price: Dh999,563
Global state-owned investor ranking by size
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China
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UAE
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Japan
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Norway
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Canada
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The specs: Aston Martin DB11 V8 vs Ferrari GTC4Lusso T
Price, base: Dh840,000; Dh120,000
Engine: 4.0L V8 twin-turbo; 3.9L V8 turbo
Transmission: Eight-speed automatic; seven-speed automatic
Power: 509hp @ 6,000rpm; 601hp @ 7,500rpm
Torque: 695Nm @ 2,000rpm; 760Nm @ 3,000rpm
Fuel economy, combined: 9.9L / 100km; 11.6L / 100km
Who's who in Yemen conflict
Houthis: Iran-backed rebels who occupy Sanaa and run unrecognised government
Yemeni government: Exiled government in Aden led by eight-member Presidential Leadership Council
Southern Transitional Council: Faction in Yemeni government that seeks autonomy for the south
Habrish 'rebels': Tribal-backed forces feuding with STC over control of oil in government territory
THE SPECS
Cadillac XT6 2020 Premium Luxury
Engine: 3.6L V-6
Transmission: nine-speed automatic
Power: 310hp
Torque: 367Nm
Price: Dh280,000
Manikarnika: The Queen of Jhansi
Director: Kangana Ranaut, Krish Jagarlamudi
Producer: Zee Studios, Kamal Jain
Cast: Kangana Ranaut, Ankita Lokhande, Danny Denzongpa, Atul Kulkarni
Rating: 2.5/5
GOLF’S RAHMBO
- 5 wins in 22 months as pro
- Three wins in past 10 starts
- 45 pro starts worldwide: 5 wins, 17 top 5s
- Ranked 551th in world on debut, now No 4 (was No 2 earlier this year)
- 5th player in last 30 years to win 3 European Tour and 2 PGA Tour titles before age 24 (Woods, Garcia, McIlroy, Spieth)
How tumultuous protests grew
- A fuel tax protest by French drivers appealed to wider anti-government sentiment
- Unlike previous French demonstrations there was no trade union or organised movement involved
- Demonstrators responded to online petitions and flooded squares to block traffic
- At its height there were almost 300,000 on the streets in support
- Named after the high visibility jackets that drivers must keep in cars
- Clashes soon turned violent as thousands fought with police at cordons
- An estimated two dozen people lost eyes and many others were admitted to hospital
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Mohammed bin Zayed Majlis
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The years Ramadan fell in May
How to apply for a drone permit
- Individuals must register on UAE Drone app or website using their UAE Pass
- Add all their personal details, including name, nationality, passport number, Emiratis ID, email and phone number
- Upload the training certificate from a centre accredited by the GCAA
- Submit their request
What are the regulations?
- Fly it within visual line of sight
- Never over populated areas
- Ensure maximum flying height of 400 feet (122 metres) above ground level is not crossed
- Users must avoid flying over restricted areas listed on the UAE Drone app
- Only fly the drone during the day, and never at night
- Should have a live feed of the drone flight
- Drones must weigh 5 kg or less
