--- 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](https://www.bilibili.com/video/BV12W411h76f) The dataset contains the following contents: - [x] Videos: The video-only files, corresponding to all videos in the [source](https://www.bilibili.com/video/BV12W411h76f). Mostly in 1280x720 aspect ratio, HEVC encoding. - [x] 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](https://github.com/PaddlePaddle/PaddleOCR). - [ ] 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](https://www.bilibili.com/video/BV12W411h76f)。 数据集包括以下部分: - [x] 视频:纯视频文件 [source](https://www.bilibili.com/video/BV12W411h76f). 大部分都在 1280x720 分辨率, HEVC 编码。 - [x] 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](https://github.com/PaddlePaddle/PaddleOCR) 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]