SINGULARITY TECH

Product Outline

POSE ESTIMETION+(PLUS)

A Product that Uses A.I. Computer Vision Technology to Estimate and Use Human Posture

Identifies human bone structure and joints by inserted pictures and videos

Memorizes the identified bone structure and movements

Prepares the memorized movements

・how does the body move afterwards
・how did the body move before
・what is the meaning of this movement

Based on the induction by Judgement, Understanding and Analysis of the above points, we provide helpful services for your everyday life and for your business

Services

Providing a framework
(SDK)

WEB
Providing a Pose Estimation Online
(JSON/picture/movie)

Providing API
(Cloud)

Development facilities

Things you can do with the estimation of human posture

Record and preserve property called "movement"

Yoga
Traditional entertainment
Dance
Martial arts

Estimation of face expression & situation based on movements

Smile estimation
Lie detection
Shoplift detection
Injury prediction
Illness prediction
Sexual analysis
Customer satisfaction survey
Fighting strength judgement

Estimation of attributes based on movements

Shop store marketing
Human recognition

Direct use of movement estimation

Baseball, estimation of type of pitch
Theft detection
Rock, paper, scissors, invincibility
Fraud detection

Re-evaluation of movement recording

Golf form improvement
Baseball pitching form improvement

System Service Function

Main Functions

Detection of (human) people by picture / videos(estimation)

Ignores other objects and only detects human subjects
Detection of bone structure and joints(estimation)

Detects human bone structure and joints(estimation)
Detection of posture and movements(estimation)

Detects human posture and movements(estimation)
Save information about posture
Compares and examines the saved posture data

Performance Improvement Function

Network conversion based on estimated goal

Changing to a dynamic, best fitting network (estimated engine) in proportion to the purpose of use of the posture detection/estimation
Joint and expansion setting based on estimated goal

Extended detection of face expression, mouth and eyes for detection (estimation) of changes in face expression

Extended detection of finger joint for detection (estimation) of gestures

Extended detection of ankle joint for detection (estimation) of leg movements
dynamic conversion of a learning model for an improved accuracy

Observing the learning results and the dynamic conversion of the learning model for an improved accuracy

Usability Improvement Function

Settings for an improved visibility of Visualization Information

Change of Color code settings of bone structure, joint display information

Change of overlay transparency settings for former pictures
Providing API

The use of the above functions through API

Use Case

Fields where body movements are heavily used（dancing、martial arts、sports in general）
Judge a situation by the movements、investigate the use in crime-preventing, medical field, customer satisfaction and congeniality as well as in the entertainment sector
By detecting peoples attributes by their movements, information about the buyers attributes can be gained fast
Use of registered customer service based on the confirmation of the peoples attributes
Decisive characteristics of movements can be used for specific goals
Training based on the comparison of “before-and after” pictures of movements

For all of the above-mentioned fields, this technology can be used

Based on the outstanding performance of pose estimation, it speedens up, supports, provides high accuracy to other engines, worked by certification, detection and recognition of A.I

Singularity Tiger is Ready To Start A.I.

The Artificial Intelligence product "Singularity Tiger"(machine learning framework) is a framework, that combines multiple machine learning frameworks. It uses TIGER EYE (Pose estimation A.I. boost) Technology, operates multiple machine learning frameworks at the same time and provides functions such as a higher accuracy of the result, an estimate of the pattern, detection of disorders and defections.