AI floor plan generator walkthrough
Step-by-step article showing how Planner 5D users draft multi-level homes with automated room suggestions and furniture packs.
Open-source changelogFlashVSR Video Upscaler converts low-resolution or AI-generated footage into cinematic 4K at ~17 FPS with a diffusion-based streaming pipeline. Deliver broadcast-ready masters, restore archives, and enhance AIGC clips without ghosting or flicker.
Are you frustrated by the blurry Sora 2 output? Does the low resolution make it impossible to focus on your creative work? Try our FlashVSR model! The FlashVSR video upscaler is a powerful tool designed to enhance the resolution and quality of videos with the highest quality and fastest speed. Whether you're working with low-resolution videos that need a boost or aiming to improve the clarity of existing footage, this upscaler leverages advanced machine learning models to deliver high-quality, upscaled videos.
Supports MP4, MOV, WebM, OGG, or MKV up to 1 GB via the secure proxy.
Review the restored stream before downloading the file.

Tip: keep your original frame rate—FlashVSR handles cadence better than pre-interpolated footage.
Compare FlashVSR Video Upscaler against leading AI video upscalers across latency, 4K clarity, and temporal stability. VideoProc AI benchmarks included for context.
FlashVSR Video Upscaler leads in real-time performance while matching or exceeding commercial tools like Topaz Video AI, HitPaw Video Enhancer, and VideoProc AI.
Scenario breakdown
| Use case | FlashVSR Video Upscaler | Topaz Video AI | HitPaw Video Enhancer |
|---|---|---|---|
Upscale a 540p livestream to 4K in real timeLive esports feed with motion blur, bitrate noise, and subtitles overlaid at 60 fps. | FlashVSR Video Upscaler hits ~17 FPS with LCSA preserving HUD text and motion trails. | Topaz Video AI produces sharp frames but falls to ~4 FPS and needs manual subtitle masking. | HitPaw Video Enhancer handles edges yet introduces flicker on fast pans. |
Restore a 1990s commercial master to native 4KSD interlaced source with color bleed, film grain, and logo overlays for re-airing. | FlashVSR Video Upscaler removes combing, reconstructs logos, and keeps brand colors consistent. | Topaz Video AI excels at grain removal but needs extra passes to clean motion ghosts. | HitPaw Video Enhancer brightens highlights yet struggles with logo sharpness. |
Enhance an AI-generated promo for a global campaignAIGC 720p clip from Runway with stylized textures and particle effects. | FlashVSR Video Upscaler retains diffusion textures and stabilizes temporal noise across 240 frames. | Topaz Video AI boosts contrast but smooths away stylized brush strokes. | HitPaw Video Enhancer boosts saturation yet reintroduces ringing in neon areas. |
Video upscaler scorecard
| Metric | FlashVSR Video Upscaler | Topaz Video AI | HitPaw Video Enhancer |
|---|---|---|---|
| Workflow automation | ⭐⭐⭐⭐ FlashVSR ships JSON configs, CLI, and API hooks for batch automation. | ⭐⭐⭐ Topaz Video AI requires GUI scripting for automation. | ⭐⭐ HitPaw Video Enhancer is mostly manual and desktop-bound. |
| Temporal stability | ⭐⭐⭐⭐⭐ FlashVSR Video Upscaler prevents ghosting and subtitle flicker across long sequences. | ⭐⭐⭐ Topaz Video AI occasionally jitters during fast pans. | ⭐⭐ HitPaw Video Enhancer adds shimmer to high-contrast edges. |
| Texture preservation | ⭐⭐⭐⭐ FlashVSR preserves cinematic grain and AI textures while sharpening details. | ⭐⭐⭐⭐ Topaz Video AI is sharp but can over-smooth stylized frames. | ⭐⭐⭐ HitPaw Video Enhancer increases saturation yet loses fine texture. |
| Support & documentation | ⭐⭐⭐⭐ FlashVSR community updates docs, benchmarks, and issue trackers weekly. | ⭐⭐⭐ Topaz Video AI provides knowledge base guides and community forums. | ⭐⭐ HitPaw Video Enhancer offers quick tips but limited technical deep dives. |
| Deployment flexibility | ⭐⭐⭐⭐⭐ Open-source FlashVSR deploys on-premises or cloud with customizable licensing. | ⭐⭐ Closed-source licensing and seat-based pricing limits deployment. | ⭐⭐ Desktop licensing complicates server-side scaling. |
| 4K turnaround time | ⭐⭐⭐⭐⭐ FlashVSR Video Upscaler holds ~17 FPS on a single A100 with single-step diffusion. | ⭐⭐⭐ Topaz Video AI averages 3–5 FPS per clip. | ⭐⭐ HitPaw Video Enhancer tops out near 2 FPS on the same hardware. |
Best tool by scenario
| Your goal | Recommended tool | Why |
|---|---|---|
| Restoring heritage brand archives | FlashVSR Video Upscaler | Preserves logos and typography while eliminating tape noise for 4K re-release. |
| Livestream esports upscaling | FlashVSR Video Upscaler | Real-time LCSA pipeline keeps overlays and HUDs crisp at 17 FPS. |
| One-off offline restoration | Topaz Video AI | GUI-first workflow suits boutique artists who don't need automation. |
Detailed pros and cons
Results from teams adopting FlashVSR Video Upscaler
4× upscale · Archival film
Real-time · Live event
AIGC · Stylized animation
Restoration · Documentary
Broadcast · Sports replay
Mobile · Social video
Enterprise · Training footage
Film · Grain-preserving
OTT · Series remaster
Security · Incident review
AIGC · Mixed media
Advertising · Product hero
FlashVSR Video Upscaler keeps brand assets sharp while accelerating delivery cycles.
FlashVSR Video Upscaler keeps brand assets sharp while accelerating delivery cycles.
FlashVSR keeps diffusion-grade detail while matching real-time deadlines.
FlashVSR distills multi-step teachers into single-step inference, outpacing ESRGAN and VideoProc AI pipelines.
Locality-Constrained Sparse Attention reduces redundant compute by up to 12× on 4K footage.
Frame-to-frame conditioning suppresses flicker that frame-based upscalers leave behind.
Automatic windowing scales 540p → 4K or 1080p → 8K without manual tiling scripts.
The VSR-120K corpus blends real-world, streaming, and AIGC footage to keep FlashVSR generalized.
JSON configs and webhooks let teams batch FlashVSR jobs alongside render farms and MAM systems.
Adopt FlashVSR wherever clarity and consistency matter.
Adopt FlashVSR wherever clarity and consistency matter.
Keep your existing credit model—FlashVSR tiers add real-time 4K enhancement, artifact removal, and API automation without changing billing.
Get 300 AI credits per month • ≈3 dance renders
Get 3,000 AI credits per month • ≈30 dance renders
Get 30,000 AI credits per month • ≈300 dance renders
Get 300,000 AI credits per month • ≈3,000 dance renders
Explore community demos, repos, and research posts built on flashvsr.org.
Review OpenImagingLab/FlashVSR commits, Block-Sparse Attention improvements, and TC Decoder tuning notes.
Step-by-step article showing how Planner 5D users draft multi-level homes with automated room suggestions and furniture packs.
Open-source changelogProduct page detailing how Edraw AI automates zoning, annotation, and export-ready floor plans.
Open-source changelogHighlights how Getfloorplan converts sketches into 2D drawings, 3D renders, and 360° tours within 24 hours.
Open-source changelogExplains how Architechtures uses AI to balance unit mix, daylight, and buildable area in housing concepts.
Open-source changelogDemonstrates how TestFit automates parking, unit mixes, and site massing for developers and architects.
Open-source changelogShowcases prompt templates that generate residential and commercial layouts with AI.
Open-source changelogSee how teams deploy FlashVSR Video Upscaler for anime remasters, livestream upgrades, and archive rescans.
Thread comparing accuracy of AI floor plan generators during custom home planning.
Spotlighted threadsFuture homeowners share wishlist prompts and lessons learned after testing AI floor plan generators.
Spotlighted threadsCommunity feedback on an AI tool that flags layout issues and proposes improvements.
Spotlighted threadsDownload FlashVSR checkpoints, VSR-120K dataset splits, and evaluation scripts for PSNR/SSIM reporting.


Explains how ArchiGAN assembles viable apartment layouts with AI and code knowledge.
Model resourcesRoundup highlighting AI floor plan generators, compliance assistants, and visualization apps.
Model resourcesShows how Forma combines site context, AI analytics, and energy modeling for early design.
Model resourcesShowcases Maket’s AI for residential layouts, zoning studies, and VR-ready tours.
Model resourcesEditorial hub covering AI floor plan workflows, renovation tips, and rendering best practices.
Model resourcesFollow Telegram and X feeds for release notes, LCSA tutorials, and FlashVSR vs Topaz Video AI benchmarks.
Five half-level plan demonstrates how split levels and circulation views can shape interior experiences.
Live feedIllustrates how wrapping living space around a courtyard increases daylight and privacy.
Live feedTips for translating AI-generated concepts into hand sketches for client review.
Live feedAnswers to the FlashVSR and FlashVSR Video Upscaler topics teams ask most
Adopt FlashVSR Video Upscaler for real-time 4K enhancement, diffusion quality, and automation-ready workflows.