TMA AI Newsletter Quarter II of 2024
Welcome to TMA AI Quarterly Newsletter. Please contact biz@tma.com.vn for detailed information.
AI for Business Seminar
TMA was invited to be a keynote speaker at the AI for Business seminar organized by the City Digital Transformation Center (DXCenter) and the Vietnam Digital Technology Alliance (VNITO). The seminar aims to provide guidelines for companies on processes and tips on how to apply AI solutions to increase business efficiency and competitiveness. In this seminar, more than 50 AI solutions from TMA AI Center was demonstrated, attracting many businesses from various industries.
AI Hackathon
TMA AI Center organized "AI Hackathon" to foster innovation among TMA engineers. More than 100 ideas were submitted and 10 ideas received awards in June 2024. Some AI ideas will be invested to become full solutions.
TMA AI Solutions for Business
After 10 years of investing in R&D, TMA AI Center has developed more than 50 AI and RPA solutions to automate many business activities.
Visual Search
Description
- An image search tool enabling users to discover products and similar images by simply uploading a picture.
- Designed for seamless integration with applications, especially e-commerce platforms.
Functions
- Support information search via uploaded images.
- Employ object recognition and visual information retrieval.
- Provide quick access to relevant information.
Technologies
- Python
- Resnet, VGG16
- Tensorflow
- MySQL, Elastic Search
Benefits & Applications
- Enhance user experience
- Enhance accuracy
- Increase engagement
- Expand search capabilities
- Reduce language barriers
Fraud Detection
Description
Functions
- Analyze large datasets and detect patterns indicative of DGA-generated domains.
- Use a Web API for easy integration into existing systems.
Technologies
- Fine-tunning
- Docker
Benefits & Applications
- Early detection of potential threats from DGA-generated domains early.
- Protect networks and data from cyberattacks before they occur.
Fall Detection – Elder/Seniors care
Description
Functions
- Identify falls with various fall detectors, such as wearable devices, ambient-based sensors, and hybrid sensing systems.
- Continuously monitor health signals, process sensor and camera data using machine learning models to improve accuracy and reduce false alarms.
- Send alerts to family members and caregivers if real fall is determined.
Technologies
- LoRaWAN, Sensors, Feature Extraction, Assisted Living, Radar, Pressure Sensors, Classification Performance.
- Detection System, Accelerometer, Mechanical Strength.
- AI, Deep Learning, Computer Vision.
Benefits & Applications
- Protect elderly safety.
- Improve service quality.
OCR for Prescription
Description
Functions
- Scan and extract tables and text from handwritten prescriptions.
- Enables users to edit and save their modifications, allow the model to incorporate and learn from the changes made.
Technologies
- Python
- React
- TrOCR, HuggingFace
Benefits & Applications
- Incremental learning.
- Specifically designed for healthcare domain.
- Recognize complex table structures.
Document Digitization and Reconciliation
Description
Functions
- Digitize documents with OCR technology.
- Dynamically create rules from input documents.
Technologies
- Azure Cloud, Azure document intelligence
- Azure OpenAI
- Angular, .NET Core API
Benefits & Applications
- Enhance efficiency and accuracy in finance, legal, and healthcare document management.
- Streamline workflows and boost compliance.