LTT_S01: Scene-Level Video Materials for AI-Generated Style Analysis

Scene-level video materials from the 1948 Italian Neorealist film 'La terra trema' (The Earth Trembles) by Luchino Visconti. The 86.7 MB dataset includes RAW and PRE-processed videos, prompt files, generation settings, and metadata for a comparative analysis of original and AI-generated videos. It was created by Jinyu Kim for a doctoral dissertation project on film style reconfiguration and last updated on June 4, 2026.

Use Cases

• Comparative visual analysis of original and AI-generated film scenes based on the provided RAW and PRE video pairs.
• Studying the reconfiguration of Italian Neorealist film style through generative AI models based on the scene-level materials.
• Benchmarking video generation models on classic film content based on the standardized 720p, 24 fps, 8-second PRE clips.
• Analyzing the relationship between text prompts, generation settings, and output video style based on the included prompt and settings files.

Strengths

• Includes both RAW generated videos and standardized PRE clips (720p, 24 fps, 8 seconds) for consistent analysis.
• Provides associated prompt files and generation settings, which likely offer insight into the AI video creation process.
• Focuses on a specific, well-defined film (La terra trema, 1948) and style (Italian Neorealism) for controlled study.

Limitations

• Row count and specific column-level documentation are unknown, which may limit suitability assessment.
• Audio is excluded from the analysis, limiting the dataset's utility for multimodal or audiovisual style studies.
• The dataset's 86.7 MB size suggests a relatively small collection of video scenes.

Provenance

Source

figshare, author Jinyu Kim

Collection Method

Created as part of a doctoral dissertation project on film style reconfiguration via generative AI.

Time Range

Based on the 1948 film 'La terra trema'.

Freshness

Last updated 2026-06-04 21:03:32