NetsPresso 1.0 unveiled

NetsPresso 1.0 will be launched on August 16th, 2022.

NetsPresso is Nota AI(Nota Inc.)’s proprietary hardware-aware AI optimization platform enabling a diverse range of AI solutions for a diverse range of industries including ITS (intelligent transportation system) and DMS (driver monitoring system).
NetsPresso significantly reduces the time and resources required to develop an AI model and optimizes the model for target hardware to enable a more efficient and effective deployment in production. This helps resolve AI-related constraints in business use cases by removing the requirement for high-spec servers and network connectivity while preventing high latency and personal data breaches. The resulting benefits are cost-effectiveness and enhanced model performance.
One of the best features of NetsPresso is its modularity. Users can utilize each module individually or in succession according to their needs.

The three submodules of NetsPresso

🔹Model Searcher: hardware-aware AutoML
🔹Model Compressor: ready-to-use toolkit
🔹Model Launcher: ready-to-deploy package

The benefits of developing AI models with NetsPresso

🔹Cost-effectiveness
🔹Enhanced model performance

NetsPresso pre-registration event

With the unveiling of NetsPresso 1.0 also comes a pre-registration event!
Pre-register by August 15th to receive credit that allows you to test use each module.

How to pre-register and receive credit

Pre-registration: until August 15th, 2022
Procedure:
⊙ Click “Pre-register to test use NetsPresso”
⊙ Submit the online registration form provided
⊙ Wait to receive the credit issued from August 16th onward
⊙ Once credit is issued, go to netspresso.ai to test out NetsPresso

‘AI Use Case on Driver Monitoring System and Intelligent Transportation System’ meetup 

Woneui Hong, our Research Engineer, will present a meetup session titled ‘AI Use Case on Driver Monitoring System and Intelligent Transportation System’ on August 18th, 2022.
This meetup session will be the first of the six meetups that will take place in 22H2. The August sessions will focus on the technology and use cases of Nota AI’s solutions DMS (Driver Monitoring System) and ITS (Intelligent Transportation Systems).

2022 Embedded Vision Summit - Enabling Technologies ‘Empower Your Edge Device Using NetsPresso - No AI Engineer Required!’ talk session  

Our CTO, Tae-Ho Kim, presented an Enabling Technologies session titled, ‘Empower Your Edge Device Using NetsPresso - No AI Engineer Required!’ in person, on May 17th, at the 2022 Embedded Vision Summit. The session is now available on-demand.

CVPR 2022  

In June, Nota AI(Nota Inc.) participated in CVPR 2022 as an exhibitor.
CVPR is an annual conference on computer vision and pattern recognition and is regarded as one of the most important conferences in its field. Students and industry officials of AI visited our booth and became acquainted with our AI model optimization platform, NetsPresso. What particularly interested our booth visitors was the on-site demo that demonstrated the real-time operation of AI models on various devices ranging from low to higher specifications without increased latency or diminished performance.

AutoML Conference 2022 

Nota AI(Nota Inc.) is a Gold Sponsor for AutoML Conference 2022 which will take place at Johns Hopkins University in Baltimore, US (co-located with ICML) on July 25-27.
About the event (as introduced by the conference itself at https://automl.cc/):
The first international conference on AutoML is the premier gathering of professionals focused on the progressive automation of ML, aiming to develop automated methods for making ML methods more efficient, robust, trustworthy, and available to everyone. A special focus of the AutoML conference lies on openness: via sharing of code, we hope to facilitate a culture of open collaborations across academic and industrial partners.
At the Nota AI booth visitors will be able to see first-hand how NetsPresso enables hardware-aware AI model optimization. 

Co-authored paper accepted for IEEE SiPS 2022 lecture  

We are so proud to announce that Nota AI(Nota Inc.) researchers and Hanyang University Professor Jungwook Choi’s co-authored paper, ‘Understanding and Optimizing INT4 Convolution for Accelerated DNN Inference on Tensor Cores’ has been accepted for a lecture at the 2022 IEEE International Workshop on Signal Processing Systems (SiPS).
The paper is based on the research carried out by the team on kernel optimization which helps heighten the efficiency of the deep learning models quantized by Int4. The research yielded the result that through TVM, a 2.7X speed-up could be gained compared to with AutoTVM.

IEEE SiPS 2022 is the 36th edition of this conference supported by IEEE CAS and IEEE SPS. It will be held in Rennes, France on November 2-4

SiPS 2022 website👉🏻 http://sips2022.insa-rennes.fr