sections/usage.md

• This demo loads the FlaxCLIPVisionMBartforConditionlGeneration present in [official model repo] (https://huggingface.co/flax-community/clip-vit-base-patch32_mbart-large-50). 100 random validation set examples are present in the references.tsv with respective images in the images directory.

• We provide English Translation of the generated caption and reference captions for users who are not well-acquainted with the other languages. This is done using mtranslate to keep things flexible enough and needs internet connection as it uses the Google Translate API. We will also add the original captions soon.

• The sidebar contains generation parameters such as Number of Beams, Top-P, Temperature which will be used when generating the caption.

• One can choose the Language of the caption in the dropdown below to generate a caption in that particular language.

• Lastly, keeping in mind its intended future scope for visually challenged people, we also provide audio clip for the generated sequence.