CV기반의 머신 러닝

https://unity.com/kr/products/computer-vision

AI & ML

https://resources.unity.com/

https://resources.unity.com/ai-ml

https://resources.unity.com/ai-ml#computervision

Rapidly develop & deploy AR smart home applications leveraging synthetic data

https://resources.unity.com/ai-ml/synthetic-speaker-series-webinar-passiolife

Neural Pocket: Boosting computer vision performance with synthetic data

https://resources.unity.com/ai-ml-content/neural-pocket-case-study

powered aircraft inspection

Boeing Q&A

Webinar: Using synthetic data for computer vision model training

https://resources.unity.com/ai-ml/cv-webinar-dec-2021

CV기반 ML

Unity for Simulation

Unity CV을 이용한 효율적인 데이터 셋 생성 방법

연사 : 전영재 님, Unity Technologies
?세션 소개
머신 러닝 과정에서 반드시 필요하지만 생성 과정이 고된 데이터 세트.
유니티에서 제공하는 실시간 렌더링 기술 기반의 데이터 셋 생성 자동화 방법을 활용하면
많은 비용과 시간을 절감할 수 있습니다. 뿐만 아니라 보다 강인한 학습 모델을 탄생시킬 수도 있습니다.
?얻을 수 있는 정보
· Unity Computer Vision 솔루션 사용 방법

Unity Perception

: Beginner Tutorial (for Synthetic Image Data)

Paper

PeopleSansPeople: A Synthetic Data Generator for Human-Centric Computer Vision
인간 중심적 CV를 위한 합성데이터 제너레이터

https://arxiv.org/abs/2112.09290

Unity Perception: Generate Synthetic Data for Computer Vision

https://arxiv.org/abs/2107.04259

Unity 블로그

합성 데이터로 컴퓨터 비전 성능 향상하기 – Neural Pocket

https://blog.unity.com/kr/technology/boosting-computer-vision-performance-with-synthetic-data

Data-centric AI with Unity Computer Vision Datasets

https://blog.unity.com/technology/data-centric-ai-with-unity-computer-vision-datasets

Why Unity claims synthetic data sets can improve computer vision models

https://venturebeat.com/business/why-unity-claims-synthetic-data-sets-can-improve-computer-vision-models/