AIFex
Solutions
AIFex
AIFex algorithm platform
AIFex is a deep learning-based AI algorithm model training platform. It streamlines the entire model development lifecycle, from image data ingestion, annotation, model training, validation, to edge/cloud deployment into a unified workflow. Designed to address complex industrial challenges such as defect detection and classification, AIFex delivers efficient and cost-optimized solutions across diverse vertical industries.
Detection
Segmentation
Classification
OCR
Positive sample
Contrastive learning
Visual algorithm deployment tool
- The system uses the AIFex algorithm as a core part of its design, allowing it to quickly run AI models and make fast decisions or predictions.
- Handles key configurations (process, hardware, communication), recipe management, and visual system setup, reducing the complexity of detection implementation.
Defect generator
- Generates high-simulation defect images with automatic annotation based on real defects.
- Addresses challenges such as difficulties in model training and validation, as well as suboptimal performance metrics resulting from insufficient defect data.
- Improves model generalization, and reduces data costs for high-quality models.
