Detect open-source generative models including Stable Diffusion 1.5, SDXL, and SD 3.5. Analyze VAE color banding, anatomical glitches, and prompt bleeding.
Visual Forensics Guide
Open-weight diffusion models are widely used for synthetic models and catfish personas. Look for these structural signatures:
Older checkpoints like SD 1.5 and poorly tuned SDXL LoRAs frequently merge adjacent knuckles, render extra thumbs, or create claw-like finger angles.
Decoders in Stable Diffusion models leave faint ringing or chromatic aberration fringes along high-contrast object borders.
Eye pupils may appear slightly non-circular, or have distinct color shades between the left and right eyes.
Distant furniture, cars, and architecture often melt into abstract forms with nonsensical perspective lines.
Targeted forensic checklists, generator signature scanners, and catfish verification guides.
Instant screenshot paste (Ctrl+V) & AI profile detection.
Expose synthetic personas & stolen model profile pictures.
Identify OBS virtual camera & DeepFaceLive injections.
Is your online match real? Verify video proof & greetings.
Detect cloned voice notes & distress audio scams.
Protect against bot syndicates & fake ID verification.
Expose pre-recorded circular video note loops & bots.
Detect unauthorized face replacement & body doubles.
Inspect facial boundary seams & skin tone discrepancies.
Inspect videos for DeepFaceLive & FaceFusion synthetic replacement.
Spot live deepfake calls on FaceTime, WhatsApp & Zoom.
Universal detection across Sora, Kling, Runway, Luma & deepfakes.
Spot Sora 2 synthetic physics & temporal morphing.
Detect Ray 1 & Ray 2 camera drift & reflection flaws.
Analyze 1080p generation patterns & kinetic interaction.
Identify synthetic diffusion curves, camera velocity & AI video clips.
Detect DeepMind Veo 2 cinematic camera motion & diffusion artifacts.
Detect Pika Labs cinematic motion & Pikaffects artifacts.
Detect WanX 14B/1.3B 3D VAE artifacts & prompt-diffusion melting.
Identify Tencent dual-stream diffusion patterns & camera drift.
Spot THUDM 3D causal VAE edge ringing & temporal anomalies.
Inspect micro-facial muscle jitter & hair feathering.
Expose lip-sync latency & celebrity face swaps.
Spot virtual AI models & ambient loop inconsistencies.
Scan viral storytelling clips for AI diffusion artifacts.
Detect AI generated songs, vocal clones & audio diffusion.
Spot micro-skin pore uniformity & synthetic catchlights.
Spot GPT-4o image diffusion, plastic skin & style quirks.
Analyze SynthID traces and Google Imagen diffusion artifacts.
Spot Grok 2 candid flash textures and synthetic noise layers.
Identify hyper-cinematic rim lighting & teeth geometry.
Spot cloned voices, synthetic timbre & pitch cadence anomalies online.
Catch ElevenLabs voice clones & synthetic audio narration.
Analyze vocal tract resonance & missing respiratory pauses.
Verify photos sent in WhatsApp chats & reverse lookup.
Learn the hand-wave test to expose live call deepfakes.
Expose VoIP burner lines, Twilio numbers & scam networks.
Browse biometric-verified creators — zero bots or AI fakes.
Tired of fake personas and AI bots?
On Sealed Rose, every creator is verified through biometric facial matching and government ID. Zero AI models. Zero catfish.
