🚀 Transformers Image-Text-to-Text Model

This project offers an image - text - to - text solution powered by the transformers library. It can handle various tasks such as identifying art eras from images, understanding diagrams, and answering document - related questions.

✨ Features

• Multilingual Support: Supports languages like English, German, French, Italian, Portuguese, Hindi, Spanish, and Thai.
• Powered by Llama 3: Utilizes the advanced Llama 3 model by Meta.
• Diverse Use Cases: Demonstrated through examples like art era identification, diagram understanding, and document QA.

🚀 Quick Start

You can test the model using the provided widget examples on the Hugging Face platform.

Widget Examples

Rococo Art

• User Question: "Which era does this piece belong to? Give details about the era."
• Image URL: Rococo Art Image
• Assistant Answer: The piece is a painting of a woman in a red dress, surrounded by gold and white ornate details. The woman is depicted in mid - air, with her arms outstretched and her legs bent at the knees. She is holding a bouquet of flowers in her right hand and a fruit in her left hand.

The background of the painting is a light blue sky with pink clouds, and there are also some pink flowers and green leaves surrounding the woman. The overall atmosphere of the painting is one of joy and celebration, as if the woman is dancing or celebrating something.

This piece belongs to the Rococo era, which was a style of art and architecture that emerged in Europe in the 18th century. The Rococo style is characterized by its use of pastel colors, curved lines, and ornate details. It was popularized during the reign of King Louis XV of France, who ruled from 1715 to 1774.

Diagram Understanding

• User Question: "Where do the droughts happen according to this diagram?"
• Image URL: Weather Events Diagram
• Assistant Answer:

Drought Regions in 2016

According to the diagram, the regions that experienced severe droughts in 2016 are:

• Eastern and Southern Africa: This region was severely affected by droughts, with significant impacts on agriculture and water resources.
• Western and Southern Africa: Droughts also occurred in this region, leading to food insecurity and other challenges.

These regions were particularly vulnerable to droughts in 2016, highlighting the need for effective water management strategies and climate resilience measures.

Document QA

• User Question: "How long does it take from invoice date to due date? Be short and concise."
• Image URL: Invoice Image
• Assistant Answer: To determine the time gap between the invoice date and the due date, we need to calculate the difference between these two dates.

Invoice Date: February 11, 2019 Due Date: February 26, 2019

Step 1: Calculate the Difference in Days

February 26 - February 11 = 15 days

Therefore, the time gap between the invoice date and the due date is 15 days.

📄 License

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