Toward Attribute|Controlled Fashion Image Captioning

Toward Attribute-Controlled Fashion Image Captioning

We explore a controllable way of fashion image captioning that allows the users to specify a few semantic attributes to guide the caption generation.

Toward Attribute-Controlled Fashion Image Captioning - R Discovery

However, existing fashion image captioning models predict a fixed caption for a particular fashion item once deployed, which does not cater to ...

Towards Attribute-Controlled Fashion Image Captioning

We explore a controllable way of fashion image captioning that allows the users to specify a few semantic attributes to guide the caption ...

Attribute Conditioned Fashion Image Captioning - IEEE Xplore

Fashion image captioning aims to automatically generate product descriptions for fashion items. Existing fashion image captioning models predict a fixed ...

Fashion Captioning: Towards Generating Accurate Descriptions with ...

Different from popular work on image captioning, it is hard to identify and describe the rich attributes of fashion items. We seed the description of an ...

Toward Attribute-Controlled Fashion Image Captioning - OUCI

Fashion image captioning is a critical task in the fashion industry that aims to automatically generate product descriptions for fashion items.

Attribute Conditioned Fashion Image Captioning - Semantic Scholar

This work proposes a new multi-modal fashion image captioning method that allows the users to specify a few semantic attributes to guide the caption generation.

Attribute Conditioned Fashion Image Captioning - IEEE Xplore

We propose a new multi-modal fashion image captioning method that allows the users to specify a few semantic attributes to guide the caption generation to suit ...

Boosting Image Captioning With Attributes - CVF Open Access

... to formulate our image captioning models in an end-to-end fashion based on RNNs which en- code the given image and/or its detected attributes into a fixed ...

Towards Generating Accurate Descriptions with Semantic Rewards

First, fashion captioning needs to describe the fine-grained attributes of a single item, while image captioning generally narrates the objects and their ...

Attribute Conditioned Fashion Image Captioning (2022) | Chenqin Cai

(DOI: 10.1109/ICIP46576.2022.9897417) Fashion image captioning aims to automatically generate product descriptions for fashion items. Existing fashion image ...

Fashion Captioning: Towards Generating Accurate Descriptions with ...

Different from popular work on image captioning, it is hard to identify and describe the rich attributes of fashion items. We seed the description of an item by ...

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

Accurate and enchanting descriptions of clothes on shopping websites can help customers without fashion knowledge to better understand the features (attributes, ...

Attribute Conditioned Fashion Image Captioning | Request PDF

[22] created a new dataset to caption images of fashion called FACAD170K from the FACAD dataset. They also used a ResNet-101 as an encoder to extract the image ...

Fashion Captioning: Towards Generating Accurate Descriptions with ...

Towards Attribute-Controlled Fashion Image Captioning · Chen CaiKim-hui YapSuchen Wang. Computer Science. ACM Transactions on Multimedia Computing… 2024. TLDR.

controllable image captioning - Papers With Code

generate image captions conditioned on control signals. Benchmarks. Add a Result. These leaderboards are used to track progress in controllable image captioning ...

AIC-AB NET: A Neural Network for Image Captioning with Spatial ...

Text attribute information is synchronously fed into the decoder to help image recognition and reduce uncertainty. We have tested and evaluated ...

Clothes image caption generation with attribute detection and visual ...

In this paper, we develop a joint attribute detection and visual attention framework for clothes image captioning. Specifically, in order to involve more ...

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

To address this issue, we propose a transfer-learning based image captioning model that is trained on a source dataset with suffi- cient attribute-based ground- ...

Neural Fashion Image Captioning : Accounting for Data Diversity

Objective description generation is useful to automate attribute extraction from fashion images. This could be helpful to perform a bunch of tasks. Indeed ...