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...
Introduced by Young et al. inFrom image descriptions to visual denotations: New similarity metrics for semantic inference over event descriptions TheFlickr30kdataset contains 31,000 images collected from Flickr, together with 5 reference sentences provided by human annotators. ...
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 ...
(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 ...
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 ...
Preprocess the Flickr30k dataset data-preprocessingflickr30k UpdatedDec 7, 2021 Python Sh-31/ImgCap Star1 ImgCap is an image captioning model designed to automatically generate descriptive captions for images. It has two versions CNN + LSTM model and CNN + LSTM + Attention mechanism model. ...
tasklearningofunimodaltasksofvision[17,30]orlan-samworkalternayoneachtask/datasetbasedona guage[24,1,33]sofar,therehasbeenonlyalim-schedulingalgorithm. 10492 Weevaluatethismethodonthreevision-languagetasks,intheimagebyjointlyrefiningthefeaturesofthreedif- ...
Flickr30K Entities Dataset Version 1.0 Coreference Chains: Bounding Boxes or Scene/No Box: Unrelated Captions: Dataset Splits: Matlab Interface Python Interface Acknowledgements: Flickr30K Entities Dataset If you use our dataset, please cite ourpaper: ...
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...
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