Total Scans
0
This session
Fakes Detected
0
AI-generated
Real Media
0
Authentic
Fake Rate
0%
This session
Videos
0
Temporal scans
Detection Workspace
Upload image or video to analyze
Analysis Result
Awaiting
—
Upload a file
to begin analysis
to begin analysis
DETECTION OUTPUT
—
—
—
FACES
—
FRAMES
—
GRADCAM ATTENTION HEATMAP
Awaiting analysis…
HighLow
FRAME TIMELINE
Recent Scans
No scans yet
SYSTEM LOG
CLEAR
Text Analysis
// Multi-signal AI text detection — Heuristic + Statistical + Linguistic
INPUT TEXT
0 chars
ANALYSIS RESULTS
AWAITING
Enter text and click Analyze
to detect AI authorship
to detect AI authorship
—
SIGNAL INDICATORS
Audio Detection
// Voice synthesis & clone detection
Drop audio file here
or click to browse
WAVEFORM ANALYSIS
VERDICT
—
Analytics & Charts
// Session statistics, detection trends and probability breakdown
VERDICT DISTRIBUTION
FAKE0
REAL0
UNCERTAIN0
TOTAL0
MEDIA TYPE BREAKDOWN
IMAGES0
VIDEOS0
FAKE RATE0%
REAL vs FAKE SPLIT
—
SCANS CLASSIFIED FAKE
DETECTION TIMELINE
No scan data yet
MODEL USAGE
No data yet
FAKE/REAL SCATTER — 0 scans plotted
Image Diff Tool
// Pixel-level forensic comparison
IMAGE A — ORIGINAL / REFERENCE
Click to upload original
IMAGE B — SUSPECT / EDITED
Click to upload modified
PIXEL-LEVEL CHANGE DETECTION RESULTS
CHANGE MAP
HIGHLIGHTED DIFF
High change
Medium change
Minor change
No change
Batch Upload
// Scan multiple files at once
Drop up to 100 files here
Images and videos — heatmaps generated per file
| # | Filename | Type | Size | Status | Verdict | Heatmap |
|---|---|---|---|---|---|---|
| No files added yet. | ||||||
Scan History
// All scans this session
| File | Verdict | Type | Faces | Model | Time |
|---|---|---|---|---|---|
| No scans yet. Upload a file to begin. | |||||
System Information
// Model architecture, pipeline and session stats
DETECTION MODEL
ArchitectureViT-Base Patch-16
Parameters86 Million
Training DataModel-dependent
AccuracyValidate per dataset
Macro F1Requires benchmark
SourceHuggingFace
SUPPORTED GENERATORS
Midjourney✓ Detected
DALL-E 3✓ Detected
Stable Diffusion✓ Detected
Adobe Firefly✓ Detected
Ideogram⚡ Partial
Runway Gen-3✓ Detected
SESSION STATISTICS
Total Scans0
Images Analyzed0
Videos Analyzed0
Fakes Detected0
Session Started—
PIPELINE COMPONENTS
Primary ModelAteeqq/ai-vs-human
CLIP Modelopenai/clip-vit-b32
Face DetectorMTCNN (facenet)
Video FramesUp to 16 per video
BackendFlask / Python
ENTERPRISE FEATURES
Batch Upload✓ 100+ files
Batch Heatmaps✓ Active
Image Diff Tool✓ Active
Model Selection✓ 4 Modes
Dark/Light Mode✓ Active
CONTINUOUS LEARNING
Auto UpdatesManual release
User Feedback Loop✓ Active
Dataset ExpansionMonthly
Model Versionv6.4