Oct 11, 2023 · Artificial Intelligence

Meituan Vision AI Research Highlights and Open‑Source Releases

This article compiles Meituan's cutting‑edge computer‑vision research and engineering achievements—including CVPR award‑winning segmentation, YOLOv6 releases, GPU inference optimizations, the Food2K dataset, and numerous paper digests—to provide practical insights for visual AI practitioners.

CVPRComputer VisionDeep Learning

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Meituan Vision AI Research Highlights and Open‑Source Releases

Meituan Technology Team

Feb 23, 2023 · Artificial Intelligence

Food2K: A Large-Scale Food Image Dataset and Progressive Region Enhancement Network

This article reviews the Food2K dataset and the proposed Progressive Region Enhancement Network for large‑scale food image recognition, detailing dataset construction, method design, extensive experiments, ablation studies, visualizations, and future research directions, all validated on the IEEE T‑PAMI 2023 paper.

Computer VisionDatasetFine-Grained Classification

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Food2K: A Large-Scale Food Image Dataset and Progressive Region Enhancement Network