最近需要做一个text-to-image相关的应用,根据之前调研的行人Re-id综述论文可知,封闭场景下的基于辅助特征的行人重识别和开放场景下的异构行人重识别方法可做相关类似的应用。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...
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["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...
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 across different captions for the same image, and ...
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 ...
"Flickr30k_image_captioning" is a project or repository focused on image captioning using the Flickr30k dataset. The project aims to develop and showcase algorithms and models that generate descriptive captions for images. nlp computer-vision deep-learning language-modeling cnn neural-networks 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 boundi...
(i.e. verbosity and formality). To overcome the shortcoming, we construct a new Compact and Fragmented Query challenge dataset (named Flickr30K-CFQ) to model text-image retrieval task considering multiple query content and style, including compact and fine-grained entity-relation corpus. We ...