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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.

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.