# Automated Identification of Wood Veneer Surface Defects Using Faster Region-Based Convolutional Neural Network with Data Augmentation and Transfer Learning

> Research article (Applied Sciences, 2019) · cited 152× · AI/ML

**Wikidata**: [openalex:W2986442261](https://www.wikidata.org/wiki/openalex:W2986442261)  
**Source**: https://4ort.xyz/entity/automated-identification-of-wood-veneer-surface-defects-using-faster-region-based-convolutional-neural-network-with-data