Tagged articles

Image-Text Matching

3 articles · Page 1 of 1

Jan 29, 2026 · Artificial Intelligence

Understanding CLIP: The Image‑Text Translator Behind Text‑to‑Image Models

This article explains CLIP’s dual‑encoder architecture, contrastive training, and zero‑shot inference, then demonstrates its use through image‑text matching and CIFAR‑10 classification experiments with code examples, highlighting strengths and limitations such as resolution mismatch.

CLIPContrastive LearningImage-Text Matching

0 likes · 11 min read

Understanding CLIP: The Image‑Text Translator Behind Text‑to‑Image Models

Sohu Tech Products

Sep 25, 2024 · Artificial Intelligence

Multimodal AI-Powered Video Content Moderation System Using Chinese CLIP and Vector Search

The article describes a multimodal AI video moderation system built on Alibaba’s Chinese‑CLIP model and hybrid RedisSearch/ElasticSearch vector databases, enabling real‑time violation detection and historical recall, with fine‑tuned black‑market ad detection, FP16 quantization, and OpenVINO acceleration to boost speed and cut storage.

Chinese CLIPContent moderationImage-Text Matching

0 likes · 16 min read

Multimodal AI-Powered Video Content Moderation System Using Chinese CLIP and Vector Search

Alibaba Cloud Developer

Jun 2, 2020 · Artificial Intelligence

How FashionBERT Boosts E‑Commerce Image‑Text Matching with Patch Embeddings

This article introduces FashionBERT, a multimodal BERT‑based model that replaces ROI‑based image tokens with uniform image patches to overcome e‑commerce specific challenges, details its architecture, adaptive loss balancing, deployment in Alibaba search, and reports significant performance gains on public and internal datasets.

BERTDeep LearningE-commerce

0 likes · 13 min read

How FashionBERT Boosts E‑Commerce Image‑Text Matching with Patch Embeddings