pyCinemetrics_V2.0

Paper

https://www.sciencedirect.com/science/article/pii/S2352711025002651

title = {PyCinemetricsV2: Interactive computational film software based on transformers and PySide6}, journal = {SoftwareX}, volume = {31}, pages = {102299}, year = {2025}, issn = {2352-7110}, doi = {https://doi.org/10.1016/j.softx.2025.102299}, url = {https://www.sciencedirect.com/science/article/pii/S2352711025002651}, author = {Chunfang Li and Yalv Fan and Yushi Shen and Kun Wang and Yuhe Hu and Fei Zhang and Yuchen Pei and Tongtong Zheng and Zhuoqi Shi}

English Version

1. After cloning, the only missing folder is models. After downloading the models folder from the cloud drive, just place it in the directory, and it will run.
2. Files shared through the cloud drive: Model files and test_videos:
   • Link: Baidu Netdisk, Google Drive
3. Model and functionality correspondences:
   • Video boundary detection: transnetv2
   • Face recognition: buffalo_l
   • Speech-to-text subtitles: faster-whisper-base
   • Subtitle detection：paddleocr
   • Object detection: git-base
   • Translation: opus-mt-en-zh
   • Shot type recognition：pose net
4. Potential issues:
   • If pip install insightface fails, please install it manually. Link to GitHub
   • Some models are outdated, so the latest numpy cannot be used. Version 1.26.0 is compatible. 5.License:
   • This library is free software; you can redistribute it and/or modify it under the terms of the GNU Lesser General Public License (LGPL) as published by the Free Software Foundation; either version 3 of the License, or (at your option) any later version.

---

中文版本

1. clone之后仅缺少models文件夹，网盘下载models文件夹后放进目录即可运行。
2. 通过网盘分享的文件： 模型文件和测试视频：
   • 链接: Baidu Netdisk, Google Drive
3. 模型与功能对应
   • 视频边界检测：transnetv2
   • 人脸识别：buffalo_l
   • 语音识别字幕：faster-whisper-base
   • 字幕检测：paddleocr
   • 目标检测：git-base
   • 翻译： opus-mt-en-zh
   • 镜头类型识别：pose net
4. 可能会遇到的问题
   • 如果pip install insightface出错，请手动安装。 Link to GitHub
   • 因为有些模型比较旧，所以不能使用最新的numpy，1.26.0是可用的。

软件 https://pan.baidu.com/s/1_4PZGLwli_wLjY3xEPO6uQ?pwd=2025 提取码: 2025