Oct 10, 2018 · Artificial Intelligence

Intelligent Image Aesthetic Scoring for OTA Ticket Listings Using Deep Learning

This article describes how deep learning techniques, including convolutional neural networks and CAM visualizations, are applied to automatically evaluate and select high‑quality images for online travel agency ticket listings, improving user experience while reducing manual effort.

CNNDeep LearningOTA

0 likes · 11 min read

Intelligent Image Aesthetic Scoring for OTA Ticket Listings Using Deep Learning

Meituan Technology Team

Feb 10, 2017 · Artificial Intelligence

Deep Learning Applications in Semantic Matching, Image Quality Ranking, and OCR at Meituan-Dianping

Meituan‑Dianping leverages deep‑learning models—including ClickNet for semantic search matching, an AlexNet‑based image‑quality ranker, and a Faster‑RCNN/FCN‑driven OCR pipeline—to personalize results, select attractive POI images, and extract text, achieving higher click‑through rates, conversions, and operational efficiency across its O2O services.

AI applicationsMeituanOCR

0 likes · 13 min read

Deep Learning Applications in Semantic Matching, Image Quality Ranking, and OCR at Meituan-Dianping