To study how to comprehend text in the context of an image we collect a novel dataset, TextCaps, with 145k captions for 28k images. Our dataset challenges a model to recognize text, relate it to its visual context, and decide what part of the text to copy or paraphrase, requiring ...
benchmarks, which mostly focus on specific fine-grained domains with limited videos and simple descriptions. While researchers have provided several benchmark datasets for image captioning, we are not aware of any large-scale video description dataset with comprehensive...
数据集链接是:https://www.imageclef.org/photodata 5.《Conceptual captions: A cleaned, hypernymed, image alt-text dataset for automatic image captioning》--【多模态检索】2018年。较大的多模态数据集,包含超过300万张图片以及相应的文本描述,可以用于多模态预训练(不过还是感觉好少哇,跟单模态几亿张图片比...
We then briefly introduce a collection of datasets for videos. Image captioning has been taken as an emerging ground challenge for computer vision. In the language model-based approaches, objects are first detected and recognized from the images, and then the sentences can be generated with ...
Conceptual Captions: A Cleaned, Hypernymed, Image Alt-text Dataset For Automatic Image Captioning 来自 Semantic Scholar 喜欢 0 阅读量: 597 作者:P Sharma,N Ding,S Goodman,R Soricut 摘要: We present a new dataset of image caption annotations, Conceptual Captions, which contains an order of ...
We then briefly introduce a collection of datasets for videos. Image captioning has been taken as an emerging ground challenge for computer vision. In the language model-based approaches, objects are first detected and recognized from the images, and then the sentences can be generated with ...
Karpathy Splits json files for image captioning image-captionmscoco-datasetflickr8k-datasetflickr30kkarpathy-split UpdatedApr 4, 2024 Fabricating a Python application that generates a caption for a selected image. Involves the use of Deep Learning and NLP Frameworks in Tensorflow, Keras and NLTK ...
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 ...
This is an open-source image captions dataset for the aesthetic evaluation of images. The dataset is called DPC-Captions, which contains comments of up to five aesthetic attributes of one image through knowledge transfer from a full-annotated small-scale dataset. Source: https://github.com/Besti...
The Common Objects in COntext-stuff (COCO-stuff) dataset is a dataset for scene understanding tasks like semantic segmentation, object detection and image captioning. It is constructed by annotating the original COCO dataset, which originally annotated things while neglecting stuff annotations. There ...