Add task category
#2
by nielsr HF Staff - opened
README.md
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language:
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license: cc-by-nc-sa-4.0
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pipeline_tag: text-to-3D
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<div align="left">
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<p style="font-size:30px;"> 📜 Citation</p>
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</div>
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If you use this dataset in your work, please cite the following publication.
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```
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@inproceedings{sinha2025marvel,
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title={MARVEL-40M+: Multi-Level Visual Elaboration for High-Fidelity Text-to-3D Content Creation},
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author={Sinha, Sankalp and Khan, Mohammad Sadil and Usama, Muhammad and Sam, Shino and Stricker, Didier and Ali, Sk Aziz and Afzal, Muhammad Zeshan},
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booktitle={Proceedings of the Computer Vision and Pattern Recognition Conference},
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pages={8105--8116},
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year={2025}
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}
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```
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---
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language:
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- en
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license: cc-by-nc-sa-4.0
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pipeline_tag: text-to-3D
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tags:
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- dataset
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- annotation
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- captioning
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extra_gated_heading: Acknowledge license to accept the repository
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extra_gated_prompt: "### MARVEL-40M+ Community License Agreement\n\n [](https://creativecommons.org/licenses/by-nc-sa/4.0/)\n \n This named Dataset, **MARVEL-40M+**, was developed by [Deutsche Forschungszentrum für Kuntlische Inlligenz (DFKI GmbH)] (Germany). It is licensed under the Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.\n \n ## Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0)\n You are free to:\n - **Share**: copy and redistribute the material in any medium or format.\n - **Adapt**: remix, transform, and build upon the material.\n \n\n Under the following terms:\n - **Attribution**: You must give appropriate credit, provide a link to the license, and indicate if changes were made. You may do so in any reasonable manner, but not in any way that suggests the licensor endorses you or your use.\n - **NonCommercial**: You may not use the material for commercial purposes.\n - **ShareAlike**: If you remix, transform, or build upon the material, you must distribute your contributions under the same license as the original.\n \n \n \n To view a copy of this license, visit [https://creativecommons.org/licenses/by-nc-sa/4.0/](https://creativecommons.org/licenses/by-nc-sa/4.0/).\n\n For inquiries or additional information, contact:\n \n \n \n - [DFKI GmbH\_ Contact Information]\n \n Deutsches Forschungszentrum Fur Kunstliche Intelligenz GmbH\n Trippstadter Str. 122\n 67663 Kaiserslautern\n Germany\n Phone: +49 631 20575 0\n link: https://www.dfki.de/web\n"
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extra_gated_fields:
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First Name: text
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Last Name: text
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Country: country
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Affiliation: text
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I want to use this dataset for:
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type: select
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options:
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- Research
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- Education
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- label: Other
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value: other
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I agree to use this dataset for non-commercial use ONLY: checkbox
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task_categories:
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- text-to-3d
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---
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<style>
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.gradient-text {
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background: linear-gradient(to right, #0d47a1, #1976d2, #42a5f5, #90caf9);
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-webkit-background-clip: text; /* For WebKit browsers */
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background-clip: text; /* Standard property */
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color: transparent; /* Make the text color transparent to show gradient */
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font-size: 100px;
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animation: gradient-wave 20s linear infinite; /* Smooth infinite animation */
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background-size: 400% 100%; /* Larger gradient to ensure smooth looping */
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}
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</style>
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<div align="center">
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<!-- <h1 style="font-size:42px;">��� <strong>MARVEL-40M+</strong>: Multi-Level Visual Elaboration for High-Fidelity Text-to-3D ✨</h1> -->
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<h1><span class="gradient-text">MARVEL-40M+</span> <br> Multi-Level Visual Elaboration
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for <br>
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High-Fidelity Text-to-3D Content Creation</h1>
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<!-- Author Line -->
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<p>
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🧑💻 <a href="https://scholar.google.com/citations?user=QYcfOjEAAAAJ&hl=en&authuser=1&oi=ao">Sankalp Sinha</a> ·
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🧑💻 <a href="https://scholar.google.com/citations?user=XIDQo_IAAAAJ&hl=en&authuser=1">Mohammad Sadil Khan</a> ·
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<a href="https://scholar.google.com/citations?user=zcRPmUoAAAAJ&hl=en">Muhammad Usama</a> ·
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<a href="https://scholar.google.com/citations?user=U3wWLBcAAAAJ&hl=en&oi=ao">Shino Sam</a> ·
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<a href="https://scholar.google.com/citations?user=ImhXfxgAAAAJ&hl=en">Didier Stricker</a> ·
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<a href="https://scholar.google.com/citations?user=zywjMeMAAAAJ&hl=en">Sk Aziz Ali</a> ·
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<a href="https://scholar.google.com/citations?user=kHMVj6oAAAAJ&hl=en&authuser=1&oi=ao">Muhammad Zeshan Afzal</a>
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</p>
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<p>🧑💻<em>Equally Contributing First Authors</em></p>
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<!-- Badges Section -->
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<p style="margin-top: 20px;">
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<a href="https://arxiv.org/abs/2411.17945">
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<img src="https://img.shields.io/badge/📝%20ArXiv-1E90FF?style=for-the-badge" alt="Paper" />
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</a>
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<a href="https://sankalpsinha-cmos.github.io/MARVEL/">
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<img src="https://img.shields.io/badge/🌐%20Project-28a745?style=for-the-badge" alt="Project Website" />
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</a>
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<a href="https://github.com/SadilKhan/MARVEL-FX3D">
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<img src="https://img.shields.io/badge/🧩%20MARVEL%20FX3D-FF8C00?style=for-the-badge" alt="Code" />
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</a>
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<a href="https://sadilkhan.github.io/Marvel-Explorer/">
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<img src="https://img.shields.io/badge/🔍%20Marvel%20Explorer-8A2BE2?style=for-the-badge" alt="Explorer" />
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</a>
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</p>
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<h1 style="text-align: center; color:rgb(52, 72, 183); font-family: 'JetBrains Mono', monospace;">
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CVPR 2025
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</h1>
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<!-- Typing animation -->
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<img src="https://readme-typing-svg.herokuapp.com?font=JetBrains+Mono&size=36&pause=1000&color=34B7A7¢er=true&vCenter=true&width=1000&height=75&lines=+Largest 3D-Captioning Dataset;Multi+Level+And+Domain+Specific+Annotations;" alt="Typing animation">
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</div>
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<div align="left">
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<p style="font-size:30px;"> ✅ Tasks </p>
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</div>
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- [ ] Objaverse-XL Release.
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- [ ] GSO, ABO, Toys4k, Pix3D, OmniObject3D Release.
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- [x] Shapenet Release.
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- [x] Objaverse 1.0 Release.
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<div align="left">
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<p style="font-size:30px;"> 🗂️ Folder Description </p>
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</div>
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<details><summary>Annotation (Objaverse 1.0)</summary>
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- `id`: Model identifier.
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- `filtered_name`: Filtered Name (Using Mistral-Nemo).
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- `filtered_tags`: Filtered Tags (Using Mistral-Nemo).
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- `filtered_description`: Filtered Description (Using Mistral-Nemo).
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- `marvel_dense_description`: Dense Multi-View Description (Generated by InternVL2-40M+).
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- `marvel_level_1`: Comprehensive Annotation.
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- `marvel_level_2`: Moderately Descriptive.
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- `marvel_level_3`: Functional Semantic.
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- `marvel_level_4`: Summary.
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- `marvel_level_5`: Concise Tags.
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</details>
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<details><summary>Annotation (ShapeNet)</summary>
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- `id`: Model identifier.
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- `synsetId`: ShapeNet Synset Identifier.
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- `filtered_name`: Filtered Name (Using Mistral-Nemo).
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- `filtered_tags`: Filtered Tags (Using Mistral-Nemo).
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- `filtered_description`: Filtered Description (Using Mistral-Nemo).
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- `marvel_dense_description`: Dense Multi-View Description (Generated by InternVL2-40M+).
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- `marvel_level_1`: Comprehensive Annotation.
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- `marvel_level_2`: Moderately Descriptive.
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- `marvel_level_3`: Functional Semantic.
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- `marvel_level_4`: Summary.
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- `marvel_level_5`: Concise Tags.
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</details>
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<div align="left">
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<p style="font-size:30px;"> 📜 Citation</p>
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</div>
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If you use this dataset in your work, please cite the following publication.
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```
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@inproceedings{sinha2025marvel,
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title={MARVEL-40M+: Multi-Level Visual Elaboration for High-Fidelity Text-to-3D Content Creation},
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author={Sinha, Sankalp and Khan, Mohammad Sadil and Usama, Muhammad and Sam, Shino and Stricker, Didier and Ali, Sk Aziz and Afzal, Muhammad Zeshan},
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booktitle={Proceedings of the Computer Vision and Pattern Recognition Conference},
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pages={8105--8116},
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year={2025}
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}
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```
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