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SAPPHIRE_NEURAL_CORE v4.0
LAUNCH ENGINE
PIPELINE: SAPPHIRE_ECO_16XDUAL_CORE_ESRGAN + LOCAL_POLISH

16x Ultra
Resolution

Upscale portraits and patterns to industrial print sizes (300 DPI) with 100% fidelity and zero pixelation.

16x
MAX SCALE
16K
TARGET RES
16x NATIVE
SYNTHETIC_RESOLVE
300 DPI Native
Industrial Print Optimized
NÖRAL_SADAKAT_KALİTATİF_ANALİZ

16x Ultra Çözünürlük

Sapphire Eco Pipeline (Dual-Core ESRGAN) ile görsellerinizi detay kaybı olmadan 16x çözünürlüğe büyütün. Endüstriyel tekstil baskısı için optimize edilmiştir.

Tekstil Desen (16x)

Karmaşık tekstil dokularında piksel yerine iplik fiziğini geri kazanın.

Çözünürlük Dönüşümü
1024px → 16,384px (16x)
Etkileşim Modu
Kaydırıcıyı hareket ettirerek kaliteyi inceleyin.
Yüksek çözünürlüklü upscale sonucu
Orijinal düşük çözünürlüklü kaynak
Önce
Sonra
Özel 16x Yapay Zeka

Sapphire Neural Core | Tekstil Sentez Motoru | Son Kanıt: Hizalandı

Technical Specifications

No hidden layers. Just raw neural power optimized for textile physics.

01

Input Standardization

PNG + sRGB + ICC Preserve

Converts any input format to optimized PNG, applies EXIF orientation, preserves ICC profiles for accurate textile color reproduction.

02

Phase 1: Structure Recovery

Real-ESRGAN 4x Core

First neural pass reconstructs the base texture geometry. Erases artifacts and establishes the 4x foundation with perfect edge detection.

03

Phase 2: Detail Synthesis

Sapphire 4x Polish (Total 16x)

Secondary specialized pass multiplies resolution again by 4x. Hallucinates realistic textile weave details to reach the final 16x industrial scale.

Industrial Resolution Matrix

Print Quality Restoration

Our model doesn't just smooth pixels; it understands textile physics (weave, knit, thread) to restore physical integrity.

FACE_RESTORATION
Production Ready
TEXT_RECOVERY
Experimental

Engine Constraints

  • Max Upload100 MB
  • Total Output16x
  • Target300 DPI
  • FormatsJPG, PNG, TIFF

Fabric weight prep before upscaling to print size

  • Lock weight in the tech pack and cost sheet

    Convert oz/yd² quotes to g/m² in this tool and paste into the GSM field on the Fabric Cost Calculator. Roll-weight estimates and landed cost should sit on the same PO line — wrong weight skews ink load in the RIP.

  • Match GSM to print dimensions and ink load

    Heavier GSM (≥220 g/m²) means more ink mass for the same repeat area. After upscaling, validate roll weight estimates against your RIP print width × length — lighter fabrics print fine lines more cleanly; heavier fabrics need wider repeats.

  • Upscale to print size after cost is clear

    Once landed cost and waste % are locked, run the same patterns through Upscale Studio to 300+ DPI at final print size. Sample approval should precede PO signature — read the Upscale quality guide for the SSIM ≥ 0.85 threshold.

Marker yield prep before upscaling to print size

  • Lock marker yield in the tech pack

    Paste yield %, pieces/m and linear meters from this tool into cut approval. Copy meters into purchasing notes — it clarifies panel count and orientation before upscaling panel art.

  • Match panel size to target print DPI

    Align piece width × length to RIP print dimensions. After upscaling, validate px resolution with the Panel Pixel Planner — max output side is 16,384 px.

  • Move approved panel art into Upscale Studio

    After validating marker yield and waste %, run the same panel designs through Upscale Studio to 300+ DPI at final print size. Sample approval should precede PO signature — read the Upscale quality guide for the SSIM ≥ 0.85 threshold.

Palette lock-in prep before upscaling to print size

  • Lock HEX/RGB/HSL lines on the tech pack

    Paste approved HEX, RGB and HSL lines from this tool into sample approval notes. The palette must be fixed before upscaling — sRGB screen color is not Pantone/CMYK.

  • Match contrast to RIP channels after upscaling

    16x upscale can shift fine-line weight and spot-color density. After upscaling, validate the same HEX line on dark vs light grounds — read the Upscale quality guide for the SSIM ≥ 0.85 threshold.

  • Move approved panel art into Upscale Studio

    After palette sign-off, run the same patterns through Upscale Studio to 300+ DPI at final print size. Sample approval should precede PO signature — audit upscale credits/cost on Account History.

Repeat lock-in prep before upscaling to print size

  • Lock cm/inch repeat on the tech pack

    Paste approved repeat width × height from this tool into the tech pack. cm ↔ inch conversion and tile counts on the panel must be fixed before PO signature — wrong rapport misaligns seams after upscaling.

  • Calculate print pixels at target DPI

    Save the width × height px line from this tool before upscaling. The 16x pipeline caps at 16K px output — validate 300+ DPI at final print size before upscaling low-source drafts.

  • Move tile-safe art into Upscale Studio

    Seamless rapport files upscale best with tile-safe mode. Max output side is 16,384 px — read the Upscale quality guide for the SSIM ≥ 0.85 threshold; audit upscale credits/cost on Account History.

Upscale prep after panel pixel target is locked

  • Lock required px and upscale factor on the tech pack

    Paste the width × height px, megapixel and upscale factor lines from this tool into sample approval notes. When source file dimensions are below target px, upscaling is required — validate when the factor is above 1× before PO signature.

  • Compare source pixels vs target DPI line

    Save source width × height alongside the required px line before upscaling. The 16x pipeline caps at 16K px output — validate 300+ DPI at final print size before upscaling low-source drafts.

  • Move approved panel art into Upscale Studio

    Scarf/shawl panel files upscale best with tile-safe mode. Max output side is 16,384 px — read the Upscale quality guide for the SSIM ≥ 0.85 threshold; audit upscale credits/cost on Account History.

Upscale prep after yarn count is locked

  • Lock Ne/Nm/Tex line on the tech pack

    Paste the PO / chat line from this tool into sample approval notes. Plied yarn (20/2 Ne) and filament Denier/dtex values should stay on the same PO — wrong yarn count skews repeat density and print resolution estimates.

  • Match yarn count to source pixels and repeat density

    Finer yarn (higher Ne/Nm) needs tighter repeats; knit patterns with filament Denier/dtex may require upscaling when source px is low. Save source width × height alongside your 300+ DPI target line before upscaling.

  • Move approved pattern art into Upscale Studio

    After the yarn ticket is clear before PO signature, run the same knit/digital print designs through Upscale Studio to 300+ DPI at final print size. Max output side is 16,384 px — read the Upscale quality guide for the SSIM ≥ 0.85 threshold; audit upscale credits/cost on Account History.

Upscale prep after stitch and cone estimates are locked

  • Lock stitch totals and cone qty on the tech pack

    Paste total stitches, meters/yards and cone estimates from this tool into the PO line. Do not bulk-order cones until color-channel multiplier and waste % are clear — wrong consumption skews motif size estimates before upscaling.

  • Match embroidery density to source pixel resolution

    Heavy satin fill or high-SPI seam lines need more source px. Save digitized motif width × height alongside your 300+ DPI target line before upscaling.

  • Move approved embroidery art into Upscale Studio

    After cone estimates are clear before PO signature, run the same embroidery/digital print designs through Upscale Studio to 300+ DPI at final print size. Max output side is 16,384 px — read the Upscale quality guide for the SSIM ≥ 0.85 threshold; audit upscale credits/cost on Account History.

DPI / pixel prep before upscaling

  • Measure effective DPI at print size

    Use Pixels → DPI mode with your finished print width × length. If below 300 DPI, plan upscale or re-export — do not send low-res files to RIP.

  • Lock target pixel dimensions

    Print size → pixels mode gives required width × height at 300 DPI. Note how far your source file is from that target before uploading to Upscale Studio.

  • Verify tiles and edges after upscale

    The 16x pipeline caps at 16,384 px output. Check upscale output with Seamless Checker; read the Upscale quality guide for the SSIM ≥ 0.85 threshold.

Shrinkage / cut prep before upscaling

  • Plan upscale at finished size

    Size upscale target pixels from post-wash finished width × length — not greige cut. This tool’s “cut for target” mode clarifies greige → finished mapping before you upscale.

  • Lock axis shrink % in the tech pack

    Record length and width shrink separately; area shrink combines axes — do not add percents. RIP repeat and panel dimensions should follow finished measurements.

  • Verify tile edges after upscale

    Uneven axis shrink can misalign rapport. Check upscale output with Seamless Checker; max output side is 16,384 px — read the Upscale quality guide for the SSIM ≥ 0.85 threshold.