Awalim Groupعوالِم قروب
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SYS-TATR-13liveCultural Heritage & Vision AI

Tatreez Studiodigitizing Palestinian embroidery with vision AI & DMC mapping

Vision AI studio converting photographs into traditional cross-stitch patterns with official DMC cotton floss codes, paired with an artisan portal and auction tapestry.

Tatreez Studio control dashboard converting visual patterns to stitches and managing artisan inventory
Tatreez StudioSYS-TATR-13
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Client
Palestine Pioneer Heritage Foundation
Industry
Cultural Heritage Preservation & Fair Trade
Role
Computer Vision Algorithms & Cross-Stitch Engine
Platform
Expo React Native & Web Admin Portal
Status
International Exhibition Ready
React NativeExpoClaude Vision APICanvas 2DDMC Palette MatcherSupabase

Resultsالنتائج

What changed

Results first, then how we delivered them. Traceable verified data — zero fluff.

<1 min
Pattern Chart Generation
500 shades+
Calibrated DMC Cotton Floss
65%+
Artisan Direct Income Gain
120 motifs+
Rescued Historical Motifs

The challengeالتحدّي

The problem we came to solve

Traditional Palestinian embroidery faces extinction and cultural erasure, with heirloom garments damaged in conflicts and younger generations lacking precision pattern charts with standardized thread codes.

  • Loss of antique paper pattern books and difficulty deciphering faded textiles
  • Challenge of matching historical vegetable dyes to commercial DMC cotton threads
  • Absence of direct global marketplaces linking village embroiderers to ethical collectors
  • Need to document the village origins and symbolic heritage of each historic motif

Approachالمقاربة

What we decided — and why

01

Pixel-to-Stitch Algorithmic Quantizer

Analyzes input photos, quantizes palettes, and maps each pixel cluster to the closest standardized DMC cotton thread number using Delta-E color distance.

Pixel-to-Stitch Algorithmic Quantizer
02

Claude Vision Motif Analyzer

Identifies traditional motifs (Cypress Tree, Moon of Bethlehem, Feather, Key of Return) and writes their geographical history automatically.

Claude Vision Motif Analyzer
03

Living Tapestry Digital Memorial

An interactive global mosaic where every stitched heirloom is preserved with a digital certificate of cultural authenticity.

Solutionالحل

What was delivered

Created an end-to-end studio combining a mobile app that allows anyone to photograph an heirloom and generate a stitch-ready chart, plus an artisan dashboard enabling fair trade monetization.

01 Photo Capture & Contrast Scan Image sharpness and contrast validation 02 Stitch Grid & DMC Mapping Cross-stitch matrix with floss color codes 03 Interactive Chart Editor Fine-tune stitches, symbols, and grid density 04 Production PDF Export Printable guide with thread yardage estimates
1. Photo Capture & Contrast Scan: Image sharpness and contrast validation 2. Stitch Grid & DMC Mapping: Cross-stitch matrix with floss color codes 3. Interactive Chart Editor: Fine-tune stitches, symbols, and grid density 4. Production PDF Export: Printable guide with thread yardage estimates
Artisan and heritage exhibition management console
Tatreez Studio mobile: Pattern generator and DMC floss palette matcher

Client testimonialشهادة العميل

Tatreez Studio revived my grandmother's dress that was lost during the war. Through the generated chart, we stitched an exact replica stitch by stitch.

— Layla Qasim، Traditional Arts & Heritage Historian

Next step

Have a project of this scale?

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