Validation Progress

0%
Checks Passed 0/12
Critical Issues 0

Software Stack

FFmpeg
Video Processing
OpenCV
Frame Analysis
PostgreSQL
Data Storage

Methodology

1. Input Validation

Verify video format, resolution, and metadata integrity

2. Frame Extraction

Extract key frames at specified intervals (e.g., every 30s)

3. Content Analysis

AI/ML processing for object detection and scene classification

4. Validation Report

Generate comprehensive report with confidence scores

Validation Checklist

Technical Validation

Content Validation

Metadata & Compliance

Frame-Accurate Analysis Log

[00:00:00] SYSTEM Validation dashboard initialized
[00:00:00] WAITING No video files detected. Please upload videos for analysis.

Enhanced Methodology Documentation

1. Pre-processing Phase: Initialize validation environment with checksum verification. Load video metadata using FFprobe to extract codec information, duration, and bitrate statistics.

2. Frame Extraction Protocol: Extract I-frames at 30-second intervals using FFmpeg with command: ffmpeg -i input.mp4 -vf "select=eq(pict_type\,I)" -vsync vfr frame_%04d.png

3. Validation Matrix: Apply multi-tier validation checks including technical (codec, resolution), content (scene detection, object recognition), and compliance (metadata, legal requirements).

4. Reporting: Generate JSON/XML report with confidence scores, anomaly detection results, and recommended actions for failed validation checks.