而根据论文Cross-Modal-Projection-Learning可知用于此类应用的数据集主要有三个:Flickr30k Dataset、MSCOCO和CUHK-PEDES。 Flickr30k Dataset数据集解析 数据集可从kaggle上进行下载,kaggle上提供的标注格式是csv,如果需要json格式,可从Deep Visual-Semantic Alignments for Generating Image Descriptions链接获取。 用代码加载...
本文解析了Flickr30K Image dataset在文本到图像应用中的使用。此数据集适用于基于辅助特征的行人重识别及异构行人重识别方法，是文本到图像应用的重要资源之一。数据集可从Kaggle网站下载，提供CSV格式，另有JSON格式数据集可从Cross-Modal-Projection-Learning链接获取。使用代码加载JSON格式文件，解析后发现数...
Zero-Shot Cross-Modal Retrieval Flickr30k InternVL-G Image Retrieval Flickr30K 1K test X-VLM Image-to-Text Retrieval Flickr30k InternVL-G-FT Image Retrieval Flickr30k BLIP-2 ViT-G Show all 11 benchmarks Papers Dataset Loaders Edit AddRemove ...
The Flickr30K Entities dataset is an extension to the Flickr30K dataset. It augments the original 158k captions with 244k coreference chains, linking mentions of the same entities across different captions for the same image, and associating them with 27
Dataset Examples: In each group of captions describing the same image, coreferent mentions (coreference chains) and their corresponding bounding boxes are marked with the same color. In the left example, each chain points to a single entity (bounding box). Scenes and events like "outside" or...
causalityclipsvoslipvision-and-languagecompositionalityflickr8k-datasetimage-text-matchingflickr30kimage-text-retrievalwinogroundblip2 UpdatedAug 18, 2024 Python nirajankarki5/Flickr30k-Image-Caption-Generator-Using-Deep-Learning Star16 A deep learning model that generates descriptions of an image. ...
The Flickr30k dataset has become a standard benchmark for sentence-based image description. This paper presents Flickr30k Entities, which augments the 158k captions from Flickr30k with 244k coreference chains linking mentions of the same entities in images, as well as 276k manually annotated ...
dataset["annotations"].append({"image_id": int(result["image_id"]), "caption": a, "id": idx}) idx += 1 dataset["images"].append({"id": int(result["image_id"])}) coco = COCO() # Manually create index here coco.dataset = dataset coco.createIndex() flickr_result = coco.load...
existing text-image retrieval models improves query understanding performance both on public dataset and our challenge set Flickr30-CFQ with over 0.9% and 2.4% respectively. Our project can be available anonymously in https://sites.google.com/view/Flickr30K-cfq....
The Flickr30k dataset has become a standard benchmark for sentence-based image description. This paper presents Flickr30k Entities, which augments the 158k captions from Flickr30k with 244k coreference chains linking mentions of the same entities in images, as well as 276k manually annotated boundi...