- An Attribute|Image|Combined Attention|Based Network for ...🔍
- Image Captioning🔍
- Length|Controllable Image Captioning🔍
- Visuals to Text🔍
- IMAGE CAPTIONING ANNOTATION with Prodigy & PyTorch🔍
- Transfer Learning Analysis of Fashion Image Captioning Systems🔍
- Fashion Image Retrieval With Text Feedback by Additive Attention ...🔍
- Image Captioning Data Labeling Template🔍
Toward Attribute|Controlled Fashion Image Captioning
An Attribute-Image-Combined Attention-Based Network for ... - DiVA
Image Captioning On General Data And Fashion Data: An Attribute-Image ... fashion images to establish a benchmark for single-object images.
Image Captioning: Transforming Objects into Words
... attributes) autoencoder on caption text to embed a language inductive bias in a dictionary that is shared with the image scene graph. While this model may ...
Length-Controllable Image Captioning
existing image captioning approaches operate in an autoregressive style, which ... [6] proposed to control the image captions though the Abstract Scene Graph of ...
Visuals to Text: A Comprehensive Review on Automatic Image ...
... fashion captioning dataset and multilingual captioning dataset, need to be developed. ... Mei, “Boosting image captioning with attributes ...
IMAGE CAPTIONING ANNOTATION with Prodigy & PyTorch
Prodigy is a modern annotation tool for collecting training data for machine learning models, developed by the makers of spaCy.
Transfer Learning Analysis of Fashion Image Captioning Systems
In addition to the description, each sample has a category and may have attributes re- garding its composition. Besides, it is possible to infer the color of ...
To generate the training image pairs and modification text, we first derive a descriptive caption for each image using its tagged attribute values by ...
Image Captioning Data Labeling Template - Label Studio
If you want to train a machine learning model to caption or add alt text to images, use this template to collect captions about images.
An Overview of Image Caption Generation Methods - PMC
There are similar ways to use the combination of attribute detectors and language models to process image caption generation. ... style of Donald Trump.
Page 1. Explorations in. Controlled Image Captioning. By. Omid Mohamad Nezami. A thesis submitted to ... fashion: pretraining on a large factual dataset and ...
... attributes to set the dimensions of an image in pixels. 
Image Captioning According to User's Intention and Style
Firstly, construct a scene control graph, including the object, object attributes and the relationship objects in the scene, which can control ...
Explaining transformer-based image captioning models - IOS Press
As such, it connects Vision and Language in a generative fashion, with applications that range from multi-modal search engines to help visually ...
Image Captioning with Style Using Generative Adversarial Networks
The purpose of this research is to design a reliable image captioning model that incorporates style based on state-of-the-art SeqCapsGAN architecture.
Unsupervised Style Control for Image Captioning - SpringerLink
The excessive pursuit of model evaluation results makes the caption style generated by the model too monotonous, which is difficult to meet ...
40 dataset results for Image Captioning AND Texts - Papers With Code
... to produce. We also demonstrate their utility on the application of controlled image captioning. 59 PAPERS • 5 BENCHMARKS · Image Paragraph Captioning. The ...
Style-Aware Contrastive Learning for Multi-Style Image Captioning
(2017) employ trans- forming word embeddings matrices to control style factors for generated captions. To accurately de- scribe visual ...
CLIP: Connecting text and images - OpenAI
We originally explored training image-to-caption language models but found this approach struggled at zero-shot transfer. In this 16 GPU day ...
Towards Accurate Text-based Image Captioning with Content ...
To generate diverse image captions, many works try to control the generation in terms of style and contents. The style controllable methods [14, 17, 33] usually ...
To be more specific, we specify 2 attributes for the style of hair and shirt respectively, i.e., "long hair" , "short hair", "striped shirt ...