IA Videos Detection

AI Videos Detection is an application specializing in the heuristic analysis of videos, designed to detect potential evidence of content generated or altered using artificial intelligence. It is designed for academic, technical, and forensic users who require a structured, reproducible, and documented evaluation. The app allows users to upload local videos in MP4 format and run a configurable analysis process, displaying clear results through graphs, detection percentages, and detailed technical reports. Analysis Methodology: The analysis is based on a heuristic, non-deterministic methodology that evaluates visual patterns and temporal variations that may indicate the use of generative AI techniques. The process includes the following steps: FPS (Frames Per Second) Extraction: The user can configure the number of frames to analyze, allowing them to adjust the level of detail of the study as needed. Analysis of Visual Variation Between Consecutive Frames: Visual coherence and continuity are measured to identify irregularities in the transition between frames. Anomalous Change Detection: Atypical visual patterns that may raise suspicion of AI-generated or manipulated content are analyzed. Timeline Generation: A temporal visualization of the analysis is presented, highlighting areas of the video with the greatest variation or detected anomalies. Heuristic Assessment: A result is issued, expressed as a detection percentage from 0 to 10, accompanied by graphical and technical interpretations. Results and Reports: Dynamic graph visualization. Detection percentage based on heuristic analysis. Automatic generation of a PDF file with complete analysis information. Creation of a technical log with a unique hash per analysis, ensuring traceability, integrity, and future reference. Usage Modes: The application allows for analysis in: Academic mode, geared towards research, study, and documentation. Forensic mode, focused on technical recording, process consistency, and the generation of documented evidence. Important Considerations: The results provided by the app are for guidance and technical purposes only, based on heuristic methods. They do not constitute an absolute statement nor do they replace expert human evaluations or definitive legal opinions. Main Features: Local MP4 video upload Configurable FPS analysis Graphs and results visualization Detection rate from 0 to 10% Built-in video player PDF report export Technical log with unique hash Academic and forensic focus Zoom in/out enabled Local operation without the need to upload videos to external servers