product recognition

Kuaishou Tech

Sep 25, 2023 · Artificial Intelligence

LPR4M: A Large-Scale Multimodal Livestreaming Product Recognition Dataset and the RICE Cross‑View Semantic Alignment Model

This paper introduces LPR4M, a 4‑million‑pair multimodal dataset for livestreaming product recognition, and proposes the RICE model that combines instance‑level contrastive learning with patch‑level cross‑view semantic alignment, demonstrating state‑of‑the‑art performance on both LPR4M and MovingFashion benchmarks.

cross-view alignmentdeep learninglivestreaming

0 likes · 19 min read

LPR4M: A Large-Scale Multimodal Livestreaming Product Recognition Dataset and the RICE Cross‑View Semantic Alignment Model

Baidu Geek Talk

Apr 13, 2022 · Artificial Intelligence

Smart Retail Product Recognition Solution Using PaddlePaddle PP-ShiTu

The article presents PaddlePaddle’s PP‑ShiTu‑based smart retail product recognition solution, detailing a complete pipeline—from data preparation and model optimization to low‑latency deployment—that overcomes high‑similarity packaging, rapid SKU changes, and costly retraining, achieving over 98 % Top‑1 recall with 0.2‑second CPU inference.

AI deploymentPP-ShiTuPaddlePaddle

0 likes · 7 min read

Smart Retail Product Recognition Solution Using PaddlePaddle PP-ShiTu