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Leather Dataset

Welcome to the Leather Dataset, a specially curated collection of 50 images featuring used, worn, scuffed, scratched, and weathered leather. This dataset is tailored for training AI (LoRA) models.

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Dataset Overview

  • Content: The dataset includes 50 high-quality images showcasing a variety of leather textures and conditions. These encompass used, worn, scuffed, scratched, and weathered appearances, providing a diverse range for AI training.
  • Source: All images are handpicked from this Unsplash collection: Leather Items Collection on Unsplash.
  • Usage: Designed for training AI models, especially those focusing on texture recognition and replication in leather materials.

Licensing

  • The images within this dataset are licensed under the Creative Commons Attribution-NonCommercial-NoDerivs 4.0 International (CC BY-NC-ND 4.0) license. This license permits free non-commercial use, while also prohibiting the distribution of derivative works.
  • For more detailed information about this license, please visit the CC BY-NC-ND 4.0 License details.

Transparency, Inspiration, and Use Statement

This dataset is hosted with the dual purpose of fostering transparency and serving as a source of inspiration, as well as supporting research and private use. We encourage users to refer to the original collection on Unsplash to discover the sources of these images. It is important to note that while the images originate from Unsplash, this dataset is governed by a distinct licensing agreement, which differs from the original Unsplash License. Our intention in curating and providing this dataset under a specific license is to respect and adapt to the unique needs of the academic and research communities, ensuring that use is appropriate and within legal and ethical boundaries.

For clarity on the licensing terms of the original images, please consult the Unsplash License. Our dataset license aims to complement, not replace, the original terms, providing additional pathways for the non-commercial and scholarly use of these images.

We are committed to honoring the creativity and contributions of photographers who share their work on Unsplash. By accessing this dataset, users agree to uphold the spirit of creativity and respect that is central to the Unsplash community, as well as adhere to the specific terms outlined in our license. This ensures that the work of photographers is appreciated and utilized in a manner that fosters ethical use, innovation, and inspiration.

Dataset Composition

Each image in the dataset comes with a caption generated by GPT-Vision. These captions have been specifically optimized for token shuffling during the training of AI models, enhancing their learning efficiency. The combination of meticulously selected images and intelligently crafted captions makes this dataset a valuable resource for training AI models in leather texture and condition recognition.

How to Use the Dataset

  1. Download the Dataset: Access and download the dataset from the provided link for your AI model training purposes.
  2. Explore Images and Captions: Familiarize yourself with the dataset to understand the diverse range of leather textures and conditions.
  3. Train Your AI Model: Utilize the dataset in your LoRA AI model training, leveraging the detailed captions for improved texture recognition and replication.

Contributions and Feedback

Your suggestions and contributions are highly appreciated. If you have any feedback or wish to contribute additional images to the dataset, please contact us. Your input helps in continuously improving the dataset for the AI community.

Related

For insights into ethical approaches to AI model training and the use of art datasets, visit Crafting the Future: Blibla's Ethical Approach to AI Model Training.

This Leather Dataset is an excellent resource for enhancing the capabilities of AI models in recognizing and replicating varied leather textures and conditions. We hope it proves to be a valuable tool in your AI development endeavors.

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