---
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extra_gated_heading: Request Access to Anime Video Dataset 2024 - Frame Embeddings
extra_gated_description: 'Access to this dataset is restricted to **academic and non-commercial
  research**. Please provide the following information to request access.   Submissions
  will be reviewed manually. Approval is not guaranteed.

  '
extra_gated_prompt: 'By submitting this form, you confirm that: 1. You will use this
  dataset **solely for non-commercial research purposes**. 2. You will **not redistribute,
  resell, or use** the data for commercial applications. 3. You acknowledge that all
  materials remain the copyright of their respective owners. 4. You agree to follow
  fair use and research ethics standards when using the dataset.

  '
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  Full Name: text
  Institution or Organization: text
  Country: country
  Research Area:
    type: select
    options:
    - Multimedia Analysis
    - Audio-Visual Generation
    - Multimodal Retrieval
    - Speech or VAD Studies
    - Other
  Intended Research Description: text
  Estimated Project Duration (months): text
  Expected Research Output:
    type: select
    options:
    - Academic Paper
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  Planned Start Date: date_picker
  I agree to use this dataset for non-commercial research ONLY: checkbox
extra_gated_button_content: Submit Request
---

# Anime Video Dataset 2024 - Frame Embeddings

## Overview

This dataset provides pre-computed visual embeddings for anime video frames from the 2024 anime season.
Each frame has been processed using the SigLIP 2 vision model to generate high-quality visual embeddings suitable for various multimodal research tasks.
The dataset is derived from [JacobLinCool/anime-2024](https://huggingface.co/datasets/JacobLinCool/anime-2024) and includes seasonal subsets (Winter, Spring, Summer, and Fall).

## Data Details

* **Source Dataset:** [JacobLinCool/anime-2024](https://huggingface.co/datasets/JacobLinCool/anime-2024)
* **Embedding Model:** [google/siglip2-so400m-patch16-naflex](https://huggingface.co/google/siglip2-so400m-patch16-naflex)
* **Frame Extraction Rate:** 1 frame per second (from 23.98 FPS source)
* **Maximum Duration:** First 120 minutes of each episode
* **Embedding Dimension:** 1152
* **Embedding Precision:** float16

## Schema

Each record in the dataset contains:

* `image` (Image) — The extracted video frame
* `embedding` (Sequence[float16]) — The visual embedding vector
* `series_name` (string) — The title of the anime series
* `episode_name` (string) — The episode identifier (numeric or special episode designation)
* `frame_index` (int32) — The frame number within the video (0-indexed)

## Acknowledgments

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/).
All videos are provided exclusively for research purposes and are derived from publicly accessible low-resolution content.
All original copyrights remain with their respective rights holders.

## License

This dataset inherits the license and usage restrictions from the source dataset.
It is provided exclusively for research purposes. Commercial use is prohibited.