An example for Fashion Captioning. The images are of different...

The first fashion captioning dataset consisting of over 993K images and 130K descriptions with massive attributes and categories.

An example for Fashion Captioning. The images are of different perspectives, colors and scenarios (shop-street). Other information contained include a title, a ...

Towards Generating Accurate Descriptions with Semantic Rewards

1: An example for Fashion Captioning. The images are of different perspectives, colors and scenarios (shop-street). Other information contained include a ...

xuewyang/Fashion_Captioning: ECCV2020 paper: Fashion ... - GitHub

This dataset is much bigger than the one used on ECCV 2020. The larger one has almost 1M images while the other one contains only about half of it (even ...

CIC: A framework for Culturally-aware Image Captioning - arXiv

However, current methods lack the generation of detailed descriptive captions for the cultural elements depicted in the images, such as the traditional clothing ...

Image Captioning on General Data and Fashion Data - DiVA portal

For example, it can help visually impaired web-users navigating the image content. Another application of image captioning is a content analysis of a large ...

Images for Designers and Art Researchers: Captioning and Citing ...

Citing Images · The caption contains a description of the image and a credit line. · The citation contains enough information as necessary to ...

Fashion Small Talk: Generating Friendly Comments on the Attire of ...

Thus, instead of collecting factual description on the image as in other image captioning DBs [1], we asked the annotators ... 1 shows an example of the images).

Diagnosing fashion outfit compatibility with deep learning techniques

After this, a common compatibility comment was created according to user comments for each clothing image. Lastly, image captioning techniques ...

Fashion-Oriented Image Captioning with External Knowledge ...

Although the proposed approach can be directly employed for fashion item captioning, it can also be functional as a principal ingredient for other complex tasks ...

Automate Fashion Image Captioning using BLIP-2 ... - GitHub

Given the clothes image provide a short caption that describes the item. In general, in image captioning datasets (e.g., COCO, Fliker), the descriptions of ...

Neural Fashion Image Captioning : Accounting for Data Diversity

Most of research works on image captioning focus on broad areas with images of different types showcasing humans in their daily life or objects used by them on ...

Netizen-Style Commenting on Fashion Photos: Dataset and ...

For example, comments from different genders in future work. We believe that the integration of image captioning models, style-weight and the dataset ...

Image Captioning and Tagging Using Deep Learning Models

For example, for a system to correctly describe cloth, it is better to run training on datasets with clothes.

Transfer Learning Analysis of Fashion Image Captioning Systems

For example, two neural architectures that face different tasks in the same domain, such as regression and classification, can differ only at the last layer ...

Fashion Captioning: Towards Generating Accurate Descriptions with ...

The goal of this work is to develop a novel learning framework for accurate and expressive fashion captioning. Different from popular work on image captioning, ...

Arabic Captioning for Images of Clothing Using Deep Learning

Fashion is one of the many fields of application that image captioning is being used in. For e-commerce websites holding tens of thousands of images of ...

A CNN-LSTM-based Model for Fashion Image Aesthetic Captioning

For example, among the words used to describe a dress, elegant and casual appear quite frequently. So adding this information of apparel to the decoder help to ...

Image Captioning with multi-level similarity-guided semantic matching

Image Captioning algorithms can support various potential applications, like semantic image retrieval (Karaoglu et al., 2017), visually impaired assistance ...

Attr2Style: A Transfer Learning Approach for Inferring Fashion Styles ...

To learn the style-based. 15256. Page 3. Figure 3: Different types of looks. Figure 4: Our image caption network captions via images with attribute-based ...