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Multimodal Image Retrieval: Comparative Study and Optimization of CLIP and BLIP on Flickr30K

A multimodal retrieval project based on the Flickr30K dataset, which compares the training of CLIP and BLIP models, implements image retrieval and description generation, and optimizes model performance through fine-tuning strategies.

多模态CLIPBLIP图像检索Flickr30K对比学习视觉语言模型
Published 2026-04-30 05:08Recent activity 2026-04-30 05:22Estimated read 1 min
Multimodal Image Retrieval: Comparative Study and Optimization of CLIP and BLIP on Flickr30K
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Section 01

导读 / 主楼:Multimodal Image Retrieval: Comparative Study and Optimization of CLIP and BLIP on Flickr30K

Introduction / Main Floor: Multimodal Image Retrieval: Comparative Study and Optimization of CLIP and BLIP on Flickr30K

A multimodal retrieval project based on the Flickr30K dataset, which compares the training of CLIP and BLIP models, implements image retrieval and description generation, and optimizes model performance through fine-tuning strategies.