# Personal Image Classifier Based Handy Pipe Defect Recognizer (HPD): Design and Test

> Research article (2022 7th International Conference on Intelligent Computing and Signal Processing (ICSP), 2022) · cited 36× · AI/ML

**Wikidata**: [openalex:W4281572148](https://www.wikidata.org/wiki/openalex:W4281572148)  
**Source**: https://4ort.xyz/entity/personal-image-classifier-based-handy-pipe-defect-recognizer-hpd-design-and-test