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extra_gated_heading: Request Access to Anime Video Dataset 2024 - Frame Embeddings |
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extra_gated_description: 'Access to this dataset is restricted to **academic and non-commercial |
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research**. Please provide the following information to request access. Submissions |
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will be reviewed manually. Approval is not guaranteed. |
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' |
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extra_gated_prompt: 'By submitting this form, you confirm that: 1. You will use this |
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dataset **solely for non-commercial research purposes**. 2. You will **not redistribute, |
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resell, or use** the data for commercial applications. 3. You acknowledge that all |
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materials remain the copyright of their respective owners. 4. You agree to follow |
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fair use and research ethics standards when using the dataset. |
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' |
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extra_gated_fields: |
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Full Name: text |
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Institution or Organization: text |
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Country: country |
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Research Area: |
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type: select |
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options: |
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- Multimedia Analysis |
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- Audio-Visual Generation |
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- Multimodal Retrieval |
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- Speech or VAD Studies |
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- Other |
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Intended Research Description: text |
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Estimated Project Duration (months): text |
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Expected Research Output: |
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type: select |
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options: |
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- Academic Paper |
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- Thesis or Dissertation |
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- Open Research Model |
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- Internal Report |
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- Other |
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Planned Start Date: date_picker |
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I agree to use this dataset for non-commercial research ONLY: checkbox |
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extra_gated_button_content: Submit Request |
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--- |
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# Anime Video Dataset 2024 - Frame Embeddings |
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## Overview |
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This dataset provides pre-computed visual embeddings for anime video frames from the 2024 anime season. |
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Each frame has been processed using the SigLIP 2 vision model to generate high-quality visual embeddings suitable for various multimodal research tasks. |
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The dataset is derived from [JacobLinCool/anime-2024](https://huggingface.co/datasets/JacobLinCool/anime-2024) and includes seasonal subsets (Winter, Spring, Summer, and Fall). |
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## Data Details |
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* **Source Dataset:** [JacobLinCool/anime-2024](https://huggingface.co/datasets/JacobLinCool/anime-2024) |
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* **Embedding Model:** [google/siglip2-so400m-patch16-naflex](https://huggingface.co/google/siglip2-so400m-patch16-naflex) |
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* **Frame Extraction Rate:** 1 frame per second (from 23.98 FPS source) |
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* **Maximum Duration:** First 120 minutes of each episode |
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* **Embedding Dimension:** 1152 |
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* **Embedding Precision:** float16 |
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## Schema |
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Each record in the dataset contains: |
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* `image` (Image) — The extracted video frame |
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* `embedding` (Sequence[float16]) — The visual embedding vector |
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* `series_name` (string) — The title of the anime series |
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* `episode_name` (string) — The episode identifier (numeric or special episode designation) |
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* `frame_index` (int32) — The frame number within the video (0-indexed) |
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## Acknowledgments |
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This dataset is derived from the [Anime Video Dataset 2024](https://huggingface.co/datasets/JacobLinCool/anime-2024), which sources content from an [OTT platform](https://ani.gamer.com.tw/). |
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All videos are provided exclusively for research purposes and are derived from publicly accessible low-resolution content. |
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All original copyrights remain with their respective rights holders. |
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## License |
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This dataset inherits the license and usage restrictions from the source dataset. |
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It is provided exclusively for research purposes. Commercial use is prohibited. |
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