Customized Solutions
Custom AI Model Development
We develop AI models tailored to corporate requirements.
Service Features
ALLBIGDAT possesses a range of natural language processing technologies, from statistical language models to deep learning models.
Based on this, we develop models capable of recognizing and analyzing natural language used in everyday situations.
We can analyze various types of text, such as academic papers, comments, and articles, and apply the insights to a variety of customer services.
Development of a general hospital consultation chatbot
(natural language processing, semantic inference model)
Custom career learning information curation system
(word embedding model)
Development of a hazard information monitoring system
(document classification, topic modeling)
Image processing models are gaining attention as core technological elements in various industries, including smart factories, autonomous vehicles, and medical image analysis.
ALLBIGDAT offers comprehensive services in image processing by developing models that recognize and analyze various types of images, including photos, videos, and 3D multi-layer files. We cater to customer demands by building training sets through image labeling and developing real-time object recognition models, among other services.
Smartphone Defect Recognition
(Object Recognition, Image Labeling)
Clothing Image Classification Model
(Object Recognition, Image Labeling)
CCTV Vehicle License Plate Recognition
(Object Recognition, Image Labeling)
In industries that generate large volumes of data, such as recommendation systems in the e-commerce market and weather sensors, the ‘pattern analysis model’ plays a crucial role.
ALLBIGDAT analyzes the vast data owned by customers, extracting features and attributes to analyze patterns. Furthermore, based on this analysis, we develop and provide analytical models tailored to the specific needs of our customers.
Power Generation Forecasting Model
(Sensor Pattern Analysis, Anomaly Detection)
Personalized Recommendation Model
(Log Pattern Analysis, Customer Segmentation)
Motorcycle Safety Driving Score Evaluation Model
(Sensor Pattern Analysis, Anomaly Detection)
Service Process
Use Cases
Proof of Concept (PoC) for Detecting Defects in Used Smartphones at S Insurance Company
Used Smartphone Defect Recognition
- Development of a Defect Diagnostic Model for Selling Damage Insurance Products for Used Smartphones
- Recognition of damages such as screen cracks and scratches on smartphones intended for resale or insurance enrollment
- Defect recognition using images uploaded by customers after taking them personally.
The Role of ALLBIGDAT
- Building a training dataset by directly photographing used smartphones.
- Definition of defect types and establishment of the application process
- Completion of defect recognition model development (accuracy over 93%)
- Operation of the model and setup of the training server
Standardization of clothing patterns for a clothing production platform
Standardization of Clothing Patterns
- Standardization of clothing patterns through the development of an automatic labeling and design system utilizing clothing pattern drawing recognition, converting manually drawn designs by pattern makers into standardized formats
The Role of ALLBIGDAT
- Establishment of a Standard Classification System for Clothing Patterns and Database Construction
- Recognition and Classification of Clothing Pattern Images
- AI-based Automatic Clothing Design
Development of a Hazard Information Status Analysis System
Collection of Hazard Information and Natural Language Processing, Analysis
- Collection of non-standardized hazard information and its analysis through a natural language processing (NLP) model to proactively detect product-related incidents, identifying products that may require recall or investigation
The Role of ALLBIGDAT
- Collection of Raw Channel-Type Data
- Classification of Article Types for the Extraction of Article Patterns
- Selection of the Optimal Model for Raw Channel-Type Data
- Estimation and Discrimination of Duplicate News Articles
- Development of Guidelines for Constructing a Product and Accident Library
- Development of a Hazard Information Analysis Feature Module
Development of an Optimization Model for Solar Power Generation at N Energy
Solar Power Generation Optimization Model
- Purpose of Developing a Solar Power Generation Prediction Model by Latitude and Longitude
- Prediction of the Optimal Solar Panel Angle by Time Based on Latitude and Longitude
- Maximizing power generation by automatically adjusting the angle of solar panels based on prediction results
The Role of ALLBIGDAT
- Development of a model for predicting the optimal solar panel angles by time based on latitude and longitude
- Development of a Solar Power Generation Prediction Model
- Completion of customer patent registration following the new development of solar power generation prediction logic
Development of a Pattern Analysis and Prediction Solution
Judging the riding condition of motorcycles based on sensor data
- Analyzing road conditions using sensors mounted in motorcycles, achieving an F1 Score of 93.47% through two classification criteria: pedestrian and roadway.
The Role of ALLBIGDAT
- Providing and customizing a self-labeling solution for motorcycle driving data based on driving information.
- Road differentiation, testing, and validation using a binary classification solution.
- Enhancement and customization of models using a pseudo-labeling solution.
Ask ALLBIGDAT
If you have any questions, please feel free to contact us. A representative will guide you.
Customized Solutions
Custom AI Model Development
We develop AI models tailored to corporate requirements.
Service Features
ALLBIGDAT possesses a range of natural language processing technologies, from statistical language models to deep learning models.
Based on this, we develop models capable of recognizing and analyzing natural language used in everyday situations.
We can analyze various types of text, such as academic papers, comments, and articles, and apply the insights to a variety of customer services.
Image processing models are gaining attention as core technological elements in various industries, including smart factories, autonomous vehicles, and medical image analysis.
ALLBIGDAT offers comprehensive services in image processing by developing models that recognize and analyze various types of images, including photos, videos, and 3D multi-layer files. We cater to customer demands by building training sets through image labeling and developing real-time object recognition models, among other services.
In industries that generate large volumes of data, such as recommendation systems in the e-commerce market and weather sensors, the ‘pattern analysis model’ plays a crucial role.
ALLBIGDAT analyzes the vast data owned by customers, extracting features and attributes to analyze patterns.Furthermore, based on this analysis, we develop and provide analytical models tailored to the specific needs of our customers.
Service Process
Ask ALLBIGDAT
If you have any questions, please feel free to contact us. A representative will guide you.
54, Changup-ro, Sujeong-gu, Seongnam-si, Gyeonggi-do, LH Corporate Growth Center, Room 620 | +82-31-697-8722 | cs@allbigdat.com
Business Registration Number: 601-88-01455 | CEO: Lee Dong-jae
Copyright © 2024 ALLBIGDAT. ALL RIGHTS RESERVED
54, Changup-ro, Sujeong-gu, Seongnam-si, Gyeonggi-do, LH Corporate Growth Center, Room 620 | +82-31-697-8722 | cs@allbigdat.com
Business Registration Number: 601-88-01455 | CEO: Lee Dong-jae
Copyright © 2024 ALLBIGDAT. ALL RIGHTS RESERVED