PWRR™ – The Next Evolution in Image Fidelity
Phi-Weighted Resonant Reconstruction (PWRR) delivers up to 95–98% structural accuracy at any resolution — while sharpening edges, restoring detail, and smoothing color.
TRUE PWRR
PWRR's Results Speak For Themselves, Structural 99.2% Accuracy From 1080 to 1440
Perfect 1.0000 SSIM on native-resolution cleanup.
Even RAW and DNG are no match for PWRR's accuracy
720 → 1440 → 4K → 8K — all produced from the same original image using PWRR’s phi-weighted reconstruction. Each upscale preserves real structure, color gradients, edges, reflections, and micro-detail — without hallucinating new textures.
Removes JPEG Compression Artifacts
Blockiness, ringing, mosquito noise, and color distortion are smoothed back into natural gradients — without creating fake detail. Restore the original signal.
This is true decompression, not hallucination. PWRR rebuilds the signal; AI guesses at it.
Give Ai cleaner images to work from
Original Image
NoScale PWRR Compression
This image is full of digital noise ,
NoScale PWRR Compression
NoScale PWRR Compression
NoScale mode in PWRR reconstructs the image from the original source data, light.
Reconstruction Works Wonders
As you can see it the images provided,
PWRR increases detail , smooths color and naturally reduces some noise before handing it off to the AI for De-Noising
AI Alone
PWRR First
Ai alone, flattens images, plasticizes skin texture and removes fine details like they were noise.
PWRR First
PWRR First
PWRR First
Using PWRR's NoScale mode before Ai provides the Ai a better image to work from, smoother color more defined details in the lashes, brows, and hair. the result, less hallucinated details and a more realistic output.
PWRR Zoom
Original
PWRR ZOOM
PWRR ZOOM
PWRR ZOOM
PWRR ZOOM
PWRR ZOOM
For Studios, Platforms, Manufacturers & Cloud Systems
PWRR is licensed by organizations requiring high-fidelity image processing at scale:
- Streaming platforms
- Film/VFX studios
- Photographers & pro imaging software
- Camera & smartphone manufacturers
- Cloud image-processing platforms
- Gaming engines
- AI training pipelines
- Archival/restoration labs
CRM Solutions
1. Platform License (Annual)
For companies integrating PWRR into existing applications or services.
Includes:
- Unlimited internal use
- GPU/CPU pipelines
- On-prem or cloud integration
Ideal For:
Streaming, photo editing apps, enterprise imaging software, video platforms, enterprise software.
2. VFX / Studio Project License
Per-film or per-season licensing.
Includes:
- Unlimited renders
- High-fidelity reconstruction for CGI and live-action
- Frame pipeline support
OEM Licensing (Hardware Integration)
Integrate PWRR directly into camera, smartphone, or imaging hardware.
Includes:
- Firmware/ISP integration
- Optimized GPU/NPUs
- Multi-year contract options
Cloud API Licensing (SaaS)
Usage-based processing for enterprise customers.
Includes:
- High-availability API
- Batch and streaming mode
- Live processing for apps
PWRR Licensing Bundles
PWRR-Basic – $199K/year
- CPU version
- Standard reconstruction
- Basic support
PWRR-Pro – $750K/year
- Full GPU acceleration
- Advanced reconstruction
- RAW pipelines
- API + SDK access
PWRR-ULTRA – $2.5M+/year
- Full enterprise rights
- 8K–16K support
- OEM tier features
- Priority engineering & private builds
Technical Advantages
Heading: Built for Accuracy. Not Hallucination:
- Physics-driven φ-weighted sampling
- Harmonic Reconstruction Grid
- RAW-grade color stabilization
- Zero hallucination (unlike AI-driven upscalers)
- Ultra-high SSIM and LPIPS scores
- GPU-accelerated batched processing
- Video-frame temporal stabilizer
- Multi-resolution resonance engine (720p → 16K)
Patent & IP Protection
The phi-weighted sampling engine
Resonant reconstruction process
OKLab harmonic cProtected Under U.S. Provisional Patent
olor stabilizer
Adaptive detail gating
The multi-resolution resonant interpolation grid
GPU/CPU kernels and batch pipelines
Licenses do not grant rights to modify, reverse-engineer, redistribute, or train models using PWRR outputs without explicit approval.
- Physics-driven φ-weighted sampling
- Harmonic Reconstruction Grid
- RAW-grade color stabilization
- Zero hallucination (unlike AI-driven upscalers)
- Ultra-high SSIM and LPIPS scores
- GPU-accelerated batched processing
- Video-frame temporal stabilizer
- Multi-resolution resonance engine (720p → 16K)