Open Source: NU ICC: Image Collection Captioning Dataset
We built the dataset upon the MS-COCO dataset
by estimating the semantic contents of images and captions
and using this to augment the dataset toward image collection captioning.
To construct a dataset for the proposed task,
we implement and compare two approaches based on image classification
and image-caption retrieval.
coco_resnet101_splited.json: is a dataset that is split by classifying the semantic contents of each image.
coco_vsepp_splited.json: is a dataset that is split by estimating the semantic contents and captions with VSE++
Cite the following paper when you publish the paper of your research using this dataset.
Phueaksri Itthisak, Marc A. Kastner, Yasutomo Kawanishi,
Takahiro Komamizu, Ichiro IDE:
“Towards Captioning an Image Collection from
a Combined Scene Graph Representation Approach”,
In Proc: 29th International Conference on Multimedia Modeling, 2023.
Last updated: 2023-10-16 02:47:35.474171622 +0000 UTC m=+0.155025529.