metadata

license: apache-2.0
language:
  - zh
tags:
  - game
  - hoyoverse
  - video
  - audio
  - multimodal
  - vision-language
  - text

Game Playthrough

Work in progress.

Description (English)

This is a collection of playthrough videos of Honkai Impact 3rd from Hoyoverse, along with efforts to build a Chinese text corpus (with OCR and MLLM-based parsing).

The language setting is Chinese.

All credits to the source author from BiliBili

The dataset contains the following contents:

Videos: The video-only files, corresponding to all videos in the source. Mostly in 1280x720 aspect ratio, HEVC encoding.
Audios: The audio-only files, coresponding to all the videos. Mostly in M4A format with various kbps.
OCR-Results (Raw): The OCR results for all the frames every 1 second. This process is done by using Paddle-OCR.
VLM-Parsed corpus: Given the OCR-results and image frames, hopefully we will parse the raw info into structured story narrations and dialogues (with associated speaker & content). This process will be done by using strong vision language models.

Up-to-date: 2024.08.08

Latest video: [P186]主线第二部03间章：一个梦游者的苦痛-02[720P 高清]

Description (Chinese)

本 Repo 收集了崩坏3的CG + 剧情对话视频，同时基于 OCR 和多模态大语言模型构造相应的中文崩坏3剧情语料。

感谢 B站视频Up主。

数据集包括以下部分：

视频：纯视频文件 source. 大部分都在 1280x720 分辨率, HEVC 编码。
音频：纯音频文件. 均为 M4A 格式，不同的 kbps。
OCR 结果 (无任何后处理)：对所有视频每隔1秒取一帧，使用 Paddle-OCR 对每一帧执行 OCR，获取画面上的任何可识别文字。
多模态大模型解析结果：对所有 OCR 结果 + 图像信息，调用多模态大模型将其解析成结构化剧情数据，包含旁白、说话人、说话内容等信息。

时间截止：2024.08.08

最新视频：[P186]主线第二部03间章：一个梦游者的苦痛-02[720P 高清]