In the time of transformation into AI and machine learning, the coverage of computer vision technologies
has been expanded. To detect humans, things, behaviors, etc. and interpret their meaning, computer vision
technologies have fast grown with deep learning techs developing.
INFINIQ helps customers transform into AI through research and development (R&D) of computer vision
technology based on experiences and insights that it has gained while processing datasets of autonomous
driving, smart mobility, robotics, smart retail, smart appliances, factory automation, security monitoring, etc.
in many industrial fields.
INFINIQ’s AI lab, AI Studio, is dedicated to the R&D of computer vision technology.
In the entire territory of dataset workflow required for AI training,
it develops solutions and the vision recognition technologies necessary
to detect various objects and recognize behaviors.
The lab researches and develops technologies from DataOps for ML/DL datasets
to processing and detecting 2D/3D sensor data for recognition by computer vision.
A system of DataOps to connect
dataset processing for AI training
with algorithm developing Dataset workflows and insights optimized
to utilize AI are provided to continue to supply
datasets and upgrade models through collaboration.
Effective dataset design,
characteristics sorting, and
meta-analysis necessary for AI training To enhance the inference performance of ML/DL,
it is necessary to design dataset specs and auto-extract
and analyze metadata.
Computer vision-based object detection,
face recognition, behavior recognition,
and tracking technology In images and videos with deep learning, objects
are detected, faces are recognized, and abnormal behaviors are detected, and they are tracked (HEX Vision).
2D+3D sensor fusion
and multi-modal calibration Calibration, synchronization, and automatic object sorting
to gain multi-sensor datasets for autonomous driving
and smart mobility
/ 3D LiDAR (point cloud) labeling AI-based labeling tool and labeling automation
to develop GT for algorithm learning
by computer vision recognition
Data augmentation and synthetic data
processing to create, transform,
and synthesize data Data augmentation and synthetic data processing
under specific conditions such as edge case, corner case,
abnormal case, etc.
of personal information in a video A target that needs the protection of his or her personal data included in a video is automatically deidentified.
Results from R&D
AI Studio, the lab of INFINIQ, has succeeded in developing technologies available
for application in the fields of computer vision and data processing.
in Computer Vision Computer vision–based AI engine
to recognize behaviors, objects,
and faces HEX Vision
2D/3D Labeling Tool An annotation tool with pretreatment
applied by automatic object recognition and boundary extraction MYCROWD
AI Training Dataset
Management Solution An integrated dataset platform
available to control annotation tools
and resources, monitor performance,
and manage datasets MYCROWD
Smart Shop Solutions A vision-based retail solution that may be applied from small
unmanned shops to middle and large
unmanned counter AI Counter