03 février 2019

‘Explainable Artificial Intelligence’: Cracking open the black box of AI

‘Explainable Artificial Intelligence’: Cracking open the black box of AI At a demonstration of Amazon Web Services' new artificial intelligence image recognition tool last week, the deep learning analysis calculated with near certainty that a photo of speaker Glenn Gore depicted a potted plant. “It is very clever, it can do some amazing things but it needs a lot of hand holding still. AI is almost like a toddler. They can do some pretty cool things, sometimes they can cause a fair bit of trouble,” said AWS’ chief architect in his... [Lire la suite]

16 octobre 2018

REAL TIME DRIVING RISK ASSESSMENT MODULE SafetyNex RECUDES ACCIDENT RATE BY 20%

REAL TIME DRIVING RISK ASSESSMENT MODULE SafetyNex RECUDES ACCIDENT RATE BY 20% SafetyNex is a XAI technology (eXplanable Artificial Inteligence : see DARPA research program) that compute in real time (example : 20 times by second) the risk that the driver is currently taking. . If driver is a human being, applications are :       . Vocal Driving Assistant : alert driver when risk rises too much, making driver slow down and avoid accident (reduces            accident rate by... [Lire la suite]
21 septembre 2018

NEXYAD, SHERPA, and MOVEO at the PEDAGOGIC CHAIR ON INTELLIGENT VEHICLE WITH INSA ROUEN

NEXYAD, SHERPA, and MOVEO at the PEDAGOGIC CHAIR ON INTELLIGENT VEHICLE WITH INSA ROUEN MOV'EO presented the Groupement ADAS to Master II and PhD students of INSA ROUEN (Pedagocil Chiar that bonds Groupement ADAS and INSA ROUEN). NEXYAD presented the story of professors, researchers, and research engineers who decided to set up a company (NEXYAD) and the result : 3 AI software components for artificial perception and 1 AI (XAI) software component for real time driving risk assessment. SHERPA presented their experience on System... [Lire la suite]
Posté par NEXYAD à 00:43 - Commentaires [0] - Permalien [#]
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23 août 2018

Explainable Artificial Intelligence (XAI) : a new trend for Autonomous Driving

Explainable Artificial Intelligence (XAI) : a new trend for Autonomous Driving Autonomous Driving is a field of application of Artificial Intelligence, and especially of Deep Learning. But the fact is that Deep Learning cannot explain its behaviour. For Autonomous Driving, in case of accident, it is necessary to understand if the Autonomous Vehicle made a mistake and if yes, to know what this mistake is, why, and how to fix it. Then it is necessary to develop a new kind of Artificial Intelligence system called : eXplanable... [Lire la suite]
17 juillet 2018

The State of Explainable AI

The State of Explainable AI I don’t need to know exactly why Netflix recommends certain movies to me — if it looks like a fit, I’m happy to take their recommendation. On the other hand, if your AI tells me that I should undergo an invasive medical treatment because a deep neural network (DNN) recommends it — well, I’m going to want to understand why before I take your recommendation. Explainable AI (XAI) matters when you’re optimizing for something more important than a taste-based recommendation. AI deployed in military tools,... [Lire la suite]
Posté par NEXYAD à 00:31 - - Commentaires [0] - Permalien [#]
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