Scaling and industrializing an AI answer


Edouard Naegelen (VP of Gross sales & Buyer Success, SmartOne) and Hadrien Jacomino (Key Account Supervisor, SmartOne) gave this discuss on the Laptop Imaginative and prescient Summit in London in 2023. 

Edouard Naegelen

SmartOne is a knowledge labeling firm and has been working for the largest tech gamers across the globe for over ten years. 

We’ll be speaking about why knowledge is the one factor it’s best to have if you wish to create, scale, and industrialize an AI answer. We’ll discover that with a concrete use case of considered one of our clients. 

SURGAR: Enhancing surgical precision with augmented actuality

Right here’s what our buyer, SURGAR, is doing and why knowledge is essential to them:

Yearly, greater than 15 million surgical procedures are carried out worldwide utilizing laparoscopy. This minimally invasive surgical approach is used for belly procedures and provides varied benefits for the affected person. 

Nonetheless, it additionally presents severe challenges for the surgeons, such because the lack of eye and hand coordination, and the lack of tactile suggestions. This explains why laparoscopy is barely used for 30% of belly surgical procedures.

At SURGAR, we wish to deliver laparoscopic surgical procedure to the subsequent stage, because of visualization software program overlaying the real-time surgical video with 3D augmented actuality photos, displaying the organs’ inside constructions.

Earlier than surgical procedure, utilizing SURGAR plan software program, a primary section of picture segmentation is carried out utilizing MRI or preoperative scanner photos to create a 3D mannequin of the organ and its inside constructions. 

Throughout surgical procedure, a digital twin of the organ is created. Algorithms utilizing a deep neural community enable for computerized detection of the organ limits and the segmentation.

Developed with surgeons’ ease of use in thoughts, SURGAR is easy to function and would not require any extra viewing headset.

Our preclinical research have confirmed that we improve surgical accuracy by an element of 20 and reduce issues by twofold utilizing SURGAR software program. 

No extra classical psychological mapping method for the surgeon with the related psychological burden of rebuilding 2D information right into a 3D format; SURGAR will create a brand new section market of laparoscopy, assisted by augmented actuality.

Edouard Naegelen 

By means of this instance, let’s perceive why clear knowledge is the bottleneck of each AI challenge, and why constructing an AI mannequin is sort of all about knowledge and likewise some volumes. 

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This put up was a collaboration between

Edouard Naegelen, Hadrien Jacomino

  • Edouard Naegelen

    Edouard Naegelen

    Edouard Naegelen is the VP of Gross sales & Buyer Success at SmartOne. He has 15 years of expertise in gross sales, enterprise improvement, operations, and enterprise administration.

    Extra posts by Edouard Naegelen.

    Edouard Naegelen

  • Hadrien Jacomino

    Hadrien Jacomino

    Hadrien Jacomino is a Key Account Supervisor at SmartOne and the Co-Founding father of Swim For Change.

    Extra posts by Hadrien Jacomino.

    Hadrien Jacomino

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