AI Creator Visual Model Training Platform

Introduction

AI Creator is a one-stop AI model training platform independently developed by APLUX. It delivers a closed-loop workflow covering data management, pixel-level annotation, training, and remote deployment, enabling users to complete AI model training and updates efficiently and quickly.

AI Creator comes with multiple built-in training algorithms. Only a small amount of sample data is required to complete model training, and it fits a wide range of AI scenarios. It also supports fast incremental training, allowing models to be trained and iterated quickly to improve model accuracy.

AI Creator integrates pixel-level annotation, making feature annotation more precise and effectively improving model quality.

It greatly simplifies the training workflow by visualizing all operations through the interface.

A complete AI Creator workflow is shown below:

If you already have images and annotation data locally and do not need model optimization or deployment, the workflow can be simplified to:

Application Scenarios

Industrial Quality Inspection

Fast sample addition and fast model/line changeover

• Rapid POC evaluation in the early stage, which can be completed by pre-sales personnel.
• Production lines change frequently and require continuous sample addition for training, which can be handled by regular quality inspection personnel.
• In the early deployment stage, quality standards may be uncertain. Defect parameters may need continuous adjustment, or new defects need to be added to the detection items. Operations and maintenance personnel can independently complete training and model deployment.

Education and Teaching

Easy to get started and see results quickly

• Helps students learning AI application development focus more on application scenario development and lowers the barrier to AI adoption.
• Quickly validates model performance and lets learners see the results of their studies.
• Built-in common algorithms offer a low barrier to entry for quick onboarding.

AI New Retail

Classification and detection scenarios with fast addition of new recognition targets

• Supermarkets carry many products and shelves are updated frequently, so models need to be updated and upgraded quickly.
• Classification algorithm models can be quickly trained with added samples through AI Creator and deployed to edge inference devices with one click.