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--- |
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license: apache-2.0 |
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language: |
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- zh |
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tags: |
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- game |
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- hoyoverse |
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- video |
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- audio |
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- multimodal |
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- vision-language |
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- text |
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--- |
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# Game Playthrough |
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Work in progress. |
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## Description (English) |
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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). |
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The language setting is Chinese. |
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All credits to [the source author from BiliBili](https://www.bilibili.com/video/BV12W411h76f) |
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The dataset contains the following contents: |
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- [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. |
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- [x] Audios: The audio-only files, coresponding to all the videos. Mostly in M4A format with various kbps. |
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- [ ] 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). |
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- [ ] 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. |
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Up-to-date: 2024.08.08 |
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Latest video: [P186]主线第二部03间章：一个梦游者的苦痛-02[720P 高清] |
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## Description (Chinese) |
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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。 |
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感谢 [B站视频Up主](https://www.bilibili.com/video/BV12W411h76f)。 |
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数据集包括以下部分： |
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- [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。 |
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- [x] 音频：纯音频文件. 均为 M4A 格式，不同的 kbps。 |
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- [ ] 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。 |
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- [ ] 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。 |
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时间截止：2024.08.08 |
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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] |
