How smart camera assists business efficiency promotion

Based on artificial intelligence, VisionAI smart cameras can analyze face attributes from ages, genders, emotions to accessories. This is truly the technology solution that helps businesses optimize image dataset and provides the basis for business decisions. According to reports from MarketsandMarkets, the global image data analytics market size will reach $6.51 billion by 2022, with...

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How smart camera assists business efficiency promotion

VinOCR supports electronic know your customer, ensuring safety during Covid-19 pandemic

With an accuracy of 96% and processing speed less than 1 second, VinOCR is being applied in solving problems related to remote customer identification. It is especially helpful during the Covid-19 pandemic as reducing social exposure, also maintaining and improving business efficiency and user experience. KYC (Know your Customers) is the process by which businesses,...

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VinOCR supports electronic know your customer, ensuring safety during Covid-19 pandemic

Breakthrough customer service with VinBot

Developed from natural language processing technology, VinBot is capable of processing more than 10,000 requests simultaneously, with a response speed of 0.1 seconds, improving user experience and innovating customer service. According to Salesforce, 69% of customers prefer chatbot as it provides faster speed when connecting and interacting with businesses. The report of the MIT technology...

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Breakthrough customer service with VinBot

VinDr AI to diagnose serious illness at early stage

As an artificial intelligent system combining the power of leading medical intellectuals and hundreds of thousands of medical images to complete five diagnostic modules, VinDr can now effectively support doctors in the diagnosis, detection and localization of various lesions on the lung, liver, breast, and spine. VinDr takes only a few seconds for each scan...

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VinDr AI to diagnose serious illness at early stage

What is chatbot? Here is all you need to know

Do you know that chatbot is currently one of the most efficient tools to finalize purchase orders and optimize customer service? However, not everyone understands about chatbots and the most prevalent types of chatbots, as well as how to use them as efficiently as possible. This article serves to provide readers with some basic information...

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What is chatbot? Here is all you need to know

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An accurate and explainable deep learning system improves interobserver agreement in the interpretation of chest radiograph

Interpretation of chest radiographs (CXR) is a difficult but essential task for detecting thoracic abnormalities. Recent artificial intelligence (AI) algorithms have achieved radiologist-level performance on various medical classification tasks. However, only a few studies addressed the localization of abnormal findings from CXR scans, which is essential in explaining the image-level classification to radiologists. Additionally, the…

10/05/2022

VinDr-CXR: An open dataset of chest X-rays with radiologist’s annotations

Most of the existing chest X-ray datasets include labels from a list of findings without specifying their locations on the radiographs. This limits the development of machine learning algorithms for the detection and localization of chest abnormalities. In this work, we describe a dataset of more than 100,000 chest X-ray scans that were retrospectively collected…

09/02/2022

A clinical validation of VinDr-CXR, an AI system for detecting abnormal chest radiographs

Computer-Aided Diagnosis (CAD) systems for chest radiographs using artificial intelligence (AI) have recently shown a great potential as a second opinion for radiologists. The performances of such systems, however, were mostly evaluated on a fixed dataset in a retrospective manner and, thus, far from the real performances in clinical practice. In this work, we demonstrate…

09/02/2022

VinDr-RibCXR: A Benchmark Dataset for Automatic Segmentation and Labeling of Individual Ribs on Chest X-rays

A wide range of diagnostic tasks can benefit from an automatic system that is able to segment and label individual ribs on chest X-ray (CXR) images. To this end, traditional approaches (Candemir et al., 2016) exploited hand-crafted features to identify the ribs, but failed with anterior ribs. Recently, deep learning (DL) has shown superior performance…

09/02/2022

DICOM Imaging Router: An Open Deep Learning Framework for Classification of Body Parts from DICOM X-ray Scans

X-ray imaging in Digital Imaging and Communications in Medicine (DICOM) format is the most commonly used imaging modality in clinical practice, resulting in vast, nonnormalized databases. This leads to an obstacle in deploying artificial intelligence (AI) solutions for analyzing medical images, which often requires identifying the right body part before feeding the image into a…

09/02/2022

Learning to Automatically Diagnose Multiple Diseases in Pediatric Chest Radiographs Using Deep Convolutional Neural Networks

Chest radiograph (CXR) interpretation is critical for the diagnosis of various thoracic diseases in pediatric patients. This task, however, is error-prone and requires a high level of understanding of radiologic expertise. Recently, deep convolutional neural networks (D-CNNs) have shown remarkable performance in interpreting CXR in adults. However, there is a lack of evidence indicating that…

09/02/2022

VinDr-SpineXR: A deep learning framework for spinal lesions detection and classification from radiographs

Radiographs are used as the most important imaging tool for identifying spine anomalies in clinical practice. The evaluation of spinal bone lesions, however, is a challenging task for radiologists. This work aims at developing and evaluating a deep learning-based framework, named VinDr-SpineXR, for the classification and localization of abnormalities from spine X-rays.

09/02/2022

Chatbot

To enhance the experience of consulting services in hospitality with Vinpearl

Service provided: Support consulting and sales process on VinPearl’s websites and other channels for customer interaction Business Demand: Increase customer experience on online channels Prioritize sales process automation Reduce work for customer service staff. Integration: Website/Facebook/Zalo with more than 6 languages Integrate with other systems of VinPearl CRM/Service Booking/Survey/Promotion/Hotel Management/etc. 1

09/02/2022

Hospitality

Combining the power of technology, bringing consumers into the new digital era

Service provided: creating chatbot to support customer service of VinSmart Business Demand: Support in solving business situations relating to smartphones or TV such as: Warranty points Price of replacement components User manual guide Receive and respond to complaints relating to hardware and software errors Integration: Facebook & Website of VinSmart

09/02/2022

Retail

Vinmec – More passionate customer service with VinBot

Service provided: creating chatbot to support services of Vinmec Business Demand: Support in solving business situations such as: Hospital information Product price Consulting service packages Booking appointments for health check Receive and respond to patient complaints Integration: Facebook, Website and App of Vinmec (OneVinmec)

09/02/2022

Healthcare

Advanced AI Camera System creates a Smart Resort Complex – Grand World Phu Quoc

Advanced AI Camera System optimizes business operations and automates customer management cycle at the leading smart resort complex in Southeast Asia – Grand World Phu Quoc. Scale AI Camera Monitoring System with intelligent features and unlimited scalability Total area of Grand World Phu Quoc: 800.000m2 Average No. of Visitors 20.000 visitors/day Detail Description Hardware installation…

09/02/2022

Hospitality

VinDr AI is an effective “assistant” for radiologists at Hanoi Medical University Hospital

Developed based on a dataset of nearly half a million studies with detailed lesion labels and disease conclusions from major hospitals in Vietnam, VinDr AI helps radiologists accurately detect and localize many types of abnormalities in chest, mammo and spine. Meanwhile, to provide doctors the best support, the solution also marks the studies by color:…

09/02/2022

Healthcare

Manage customers easily and quickly with AI Camera System at Vincom Times City Shopping Mall

Scale Total area of Vincom Times City: 200.000m2 Average No. of Visitors 126.000 visitors/day Project Detail Supplied Service & Product Visitors Counting & Analyzing system at Vincom: Total visitors at different areas Identify & measure the number of old/new visitors Determine peak time frame of specific areas. Determine the number of customers at each area…

09/02/2022

Retail

Smart surveillance cameras in 3 Vinhomes megacities

Smart Camera System is deployed in 3 leading megacities: Vinhomes Grand Park, Vinhomes Ocean Park and Vinhomes Smart City to support security and safety for residents living in buildings. Applying advanced technologies to identify and track the movement of vehicles and objects and analyze object recognition characteristics, the system can operate in all different environmental…

09/02/2022

Real Estate

VinOCR helps check-in without receptionists, promoting CiHMS hotel management solution

The OCR feature, developed by VinBigData, is integrated with CiHMS hotel management solution to “digitize information”, unifying data from all hotel management and operation. Project Detail Implement VinOCR integrated with CiHMS hotel management application on smartphones, helping to digitally transform the processes of handling paperwork and managing hotel customer information on the system with a…

09/02/2022

Hospitality

The virtual assistant ViVi offers an exciting experience in the VF e34 electric car.

ViVi Virtual Assistant is an intelligent voice control system developed by VinBigData (a member of Vingroup), built on world-class technologies such as Artificial Intelligence (AI), Big Data analytics, and Natural Language Processing (NLP). Backed by a team of globally recognized professors, PhDs, and technology experts, ViVi stands out with its exceptional command of…

17/01/2022

Ô tô

Camera AI

ViVi Voice Assistant honored as Potential Technology Product 2022

On January 7, 2022, ViVi Voice Assistant developed by VinBigData (Vingroup) was honored as Potential Technology Product 2022 at Tech Awards 2021. Tech Awards – voting for excellent technology products – is an annual program organized by VnExpress Digitization since 2012. With 10 years of operation, this is the leading prestigious technology award in Vietnam…

08/01/2022

Voice assistant ViVi in VinFast: A new landmark of the voice technology era

Not only is she capable of assisting users in smart car control, navigation and all, voice assistant ViVi VinFast can also make natural conversations with drivers as a companion on the road. Developed by VinBigdata, a technology company of Vingroup, ViVi voice assistant, integrated on VinFast’s newly launched electric car (VF e34), is getting much…

28/12/2021

Press Release

VinBigData cooperates with Pavana to develop Smart Camera

On November 25, 2021, Pavana company officially signed a cooperation agreement with VinBigData, Qualcomm, MK Group, Lumi and Sky Light Vietnam to take the first step to implement the strategy of becoming the first AI camera ODM business in Vietnam. According to B&Company Vietnam, the camera market is now the fastest growing in Vietnam with…

26/11/2021

vinbigdata.zen8labs.iopletes AI model automatically diagnosing brain lesions

Applying Artificial Intelligence, Smart Health Center (under VinBigData) has become the first in Vietnam to successfully develop two modules that automatically diagnose brain lesions on computed tomography (CT) and Magnetic resonance imaging (MRI) images. Thereby, 07 modules of VinDr – a comprehensive AI solution for medical imaging has been officially completed. Based on advanced Machine…

22/10/2021

Event & Activity

VinBigData Engineer wins first prize in global Covid-19 AI detection competition

Engineer Nguyen Ba Dung, Medical Imaging Center, VinBigData (under Vingroup), has just won the first prize in a Kaggle competition titled SIIM-FISABIO-RSNA COVID-19 Detection. The method is expected to be the solution to large-scale Covid-19 screening, thus addressing the urgent situation when the number of infections is increasing worldwide. The only Vietnamese engineer to rank…

20/09/2021

Press Release

Vingroup establishes VinBigData subsidiary with charter capital of VND 471 billion

VinBigData’s main businesses are Scientific research and technology development. On September 14, Vingroup’s Board of Directors approved the formation of a subsidiary. Accordingly, Vingroup decided to separate a part of the science and technology functions (science and technology services) of the Institute of Big Data – VinBigdata under VinTech JSC in order to establish VinBigData Joint…

15/09/2021

Press Release

VinBigData – The 3-year-journey to realize the Vietnamese technology dream

In 3 years, thanks to the strong investment from Vingroup, with a team of more than 200 engineers and scientists, VinBigData has gradually realized the aspiration to master core technologies, thereby, transforming international research projects into actual high-tech products, representing the hearts and minds of Vietnamese intellectuals and serving the lives of Vietnamese people. When…

27/08/2021

Event & Activity

Who behind the voice assistant ViVi on VinFast car: University professor in US, wins prestigious math prize worldwide

The “handshake” between Professor Van H. Vu, VinBigData Scientific Director, who created ViVi voice assistant for future VinFast cars, and Vingroup will be “the best start of action for “Made in Vietnam, Made by Vietnamese” products in the future”. Returning to Vietnam and becoming the Scientific Director, VinBigData (under Vingroup), Professor Van H. Vu has…

13/08/2021

Press Release

ViVi – Vingroup’s voice assistant revealed

As a voice assistant, ViVi can understand and respond in Vietnamese, search for information, perform certain commands such as calling or changing some settings in the car. A short video of ViVi believed to be from the development team went viral on social media today. The Vietnamese voice assistant was tested on a VinFast car…

11/08/2021

Press Release

Vingroup tests level 4 self-driving electric cars

Vingroup Big Data Institute has already conducted a pilot implementation for their level 4 self-driving electric cars, with many outstanding features compared to some similar products previously introduced in Vietnam. Achieving level 4 out of 5 on international standards scale, VinBigdata’s solution delivers the smoothest travel experience even without a driver. This is an applicable…

09/08/2021

Press Release

AI in medical imaging: How to develop models and standardize datasets

On June 25, 2021, the online workshop titled “AI in Medical Imaging: How to develop models and standardize datasets” was organized by Vingroup Big Data Institute, attracting nearly 7500 viewers on Facebook. Within the framework of VinDr’s one-year anniversary, Vingroup Big Data Institute organized a workshop “AI in Medical Imaging: How to develop models and…

28/06/2021

Event & Activity

A sustainable AI-based solution to healthcare issues

Only taking a few seconds for each study, VinDr can detect, localize and diagnose a variety of lesions on the lung, liver, breast and spine with an average accuracy of over 90%. Thus, after only a year of operation, the AI - based solution called VinDr, which is developed by Vingroup Big Data Institute, has…

24/06/2021

Press Release

VinBigdata announces final result of global competition on medical imaging

On April 7, 2021, Vingroup Big Data Institute (VinBigdata) announced the results of Chest X-ray abnormalities detection challenge with a total prize value of 50,000 USD. The competition provided the largest Vietnamese medical dataset, attracting 1,277 teams from more than 60 countries and territories worldwide. Chest X-ray abnormalities detection challenge was organized globally by Vingroup…

07/04/2021

Press Release

VinDr Lab: Open-source data platform for medical AI

One of the biggest challenges in developing solutions for medical image diagnosis is the lack of efficient open-source annotation tools which have the ability to manage and label large-scale datasets. Thus, the Medical Imaging Department, Vingroup Big Data Institute (VinBigdata) decided to release VinDr Lab – our DICOM annotation tool into the open-source. Our motivation…

02/04/2021

Event & Activity

VinBigdata to present scientific paper at IEEE ICASSP 2021

Recently, VinBigdata’s research paper on Speech and Language Processing has been officially approved by IEEE Signal Processing Society’s Technical Committees for presentation at ICASSP 2021. ICASSP is the world’s largest and most comprehensive technical conference focused on signal processing and its applications. This year, it will be a fully virtual conference held in June in Toronto, Canada….

03/03/2021

Event & Activity

VinBigdata Chest X-ray Abnormalities Detection Challenge attracts 700 teams in the first month of launching

Up till 02/22/2021, VinBigdata Chest X-ray Abnormalities Detection Challenge attracts 695 talented teams worldwide. (The rankings are constantly updated in real time on Kaggle – The world’s largest online platform for Artificial Intelligence and Data Science community.) The top three positions is belonging to international teams with members from Argentina, India, US, and Russia. However,…

22/02/2021

Event & Activity

VinBigdata publishes Medical Imaging research on Neurocomputing

Recently, VinBigdata’s research on Medical Imaging has been published by Neurocomputing, one of the most cited Artificial Intelligence (AI) journals based on Google’s Scholar Metrics. This paper presents a supervised multi-label classification framework based on deep convolutional neural networks (CNNs) for predicting the presence of 14 common thoracic diseases and observations. Our scientists tackle this problem by…

19/02/2021

Event & Activity

VinBigdata officially launches international medical imaging competition with total prize of $50,000

On 12/31/2020, VinBigdata Chest X-ray Abnormalities Detection Challenge was officially launched on Kaggle platform. As a global playground for the Data Science and Artificial Intelligence community, this is an opportunity for domestic and international talents to access unique medical image data sources of Vietnamese people, competing for awards with a total value up to 50,000…

31/12/2020

Event & Activity

Technology in medical imaging

Developed based on AI technology by VinBigData, the VinDr will assist radiologists in diagnosing and classifying patients. A technology solution to medical problems The three pillars of digital transformation shared at Ehealth Vietnam Summit 2020 taking place on December 29-30 are: smart medical examination and treatment, smart disease prevention and smart management. About the management…

30/12/2020

Press Release

VinBigdata shares 100-hour data for the community

Contributing to building a scientific playground for the Speech and Language Processing community in Vietnam, Vingroup Big Data Institute has shared two Vietnamese datasets, supporting VLSP to organize ASR challenge 2020. One of the two datasets shared by VinBigdata is the speech corpus for the automatic speech recognition task in VLSP-2020. A small speech training…

28/10/2020

Event & Activity

Phu Tho Department of Health to implement VinDr in medical image processing

On October 6, 2020, Vingroup Big Data Institute coordinated with Phu Tho Department of Health to sign a MoU for cooperation on developing and implementing AI-based solution VinDr in medical image processing. Over the past years, Phu Tho province has paid special attention to the development and application of Information Technology in the healthcare industry. …

06/10/2020

Press Release

VinDr – A comprehensive AI solution for medical imaging

On June 19, 2020, Vingroup Big Data Institute conducted deployment testing for artificial intelligence-based medical imaging solution – VinDr – in three following hospitals: 108; Medical University and Vinmec Times City. With the ability to identify abnormalities which ensures an accuracy of above 90%, VinDr will be of great assistance to doctors in cancer screening…

19/06/2020

Press Release

Institute of Big Data ranks in top 5 in X-ray diagnostic software competition

The Medical Imaging Department, the Institute of Big Data (under Vingroup), has successfully built a test version of the software that automatically interprets chest X-ray images and supports disease diagnosis. At the Pneumothorax Segmentation diagnostic competition organized by the American Society for Imaging Informatics in Medicine (SIIM), the Institute is in the top 5 out…

05/08/2019

Event & Activity