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Introduction

ANSTS (ANS Training Studio) is a powerful, user-friendly desktop application designed to help you build, train, evaluate and deploy computer vision models with ease. It is designed to streamline the machine learning workflow, particularly for visual AI tasks such as classification, object detection, segmentation, and anomaly detection

ANSTS is built with both researchers and industry engineers in mind, offering a flexible environment that bridges the gap between no-code model training and high-performance deployment in real-world systems.

Why Choose ANSTS?​

  • No Code Required
    Train custom AI models without needing programming expertise.
  • Multiple AI Models Supported
    • Object Detection
    • Classification
    • Segmentation
    • Anomaly Detection
    • And more in the future
  • Integrated Data Labeling
    Label images directly within ANSTS or import from common annotation formats (YOLO, Pascal VOC, JSON).
  • GPU Acceleration
    Harness the power of NVIDIA GPUs to speed up training while keeping all data on your local machine for privacy and performance.
  • Performance Analytics
    Visualize model training progress with live charts, including accuracy, loss, confusion matrix, and more.
  • Full Local Control
    All processes happen locally—ideal for industries where data security and offline capability are essential.
  • Deployment-Ready Output
    Models trained in ANSTS can be exported and deployed directly to ANSVIS for Edge AI video analytics or ANSDL for LabVIEW integration

Typical Use Cases​

  • Smart factory automation and inspection systems
  • AI model prototyping in academic research
  • Custom object recognition for specialized domains
  • Rapid development of edge-AI applications
  • Integration into LabVIEW-based control systems