Jul 21, 2022 · Artificial Intelligence

From Blur to Brilliance: How AI‑Powered Image Quality Assessment Transformed 58.com’s Recruitment Images

This article reviews image quality assessment fundamentals, modern CNN‑based IQA models, and their deployment at 58.com to automatically score, filter, and rank millions of recruitment photos, achieving a drop in low‑quality images from 9% to zero while boosting overall accuracy to 94.7%.

Business ApplicationCNNComputer Vision

0 likes · 19 min read

From Blur to Brilliance: How AI‑Powered Image Quality Assessment Transformed 58.com’s Recruitment Images

58 Tech

Jul 14, 2022 · Artificial Intelligence

Image Quality Assessment Techniques and Their Application in 58.com Recruitment Image Filtering

This article reviews image quality assessment (IQA) methods—including full‑reference, reduced‑reference, and no‑reference approaches—covers typical datasets and evaluation metrics, describes CNN‑based models such as WaDIQaM, DBCNN and hyperIQA, and details a customized IQA solution deployed at 58.com to filter and rank recruitment images, achieving a reduction of bad‑image rate from 9% to 0%.

CNNComputer VisionIQA

0 likes · 17 min read

Image Quality Assessment Techniques and Their Application in 58.com Recruitment Image Filtering