1. Scan Cloth Neck Tag
Click to upload or drag & drop a neck tag image
Supports JPG, PNG, WEBP or paste from clipboard (Ctrl+V)
Quick-Test Sample Tags (
samples/)
Click to scan
80%
50% (Loose)
80% (Recommended)
95% (Strict)
3. Manual POS Brand Lookup / Override
If a neck tag is completely torn or faded, search brands.xlsx directly:
Running OpenCV Stitch Preprocessing + PaddleOCR + RapidFuzz...
Detecting brand typography, filtering secondary metadata, and matching POS Search Key
Ready to Scan a Cloth Neck Tag
Upload a tag image or click one of the Quick-Test Sample Tags (1.jpeg, 2.jpeg, 3.jpeg) on the left to inspect the POS match and OCR diagnostics.
Matched Brand / Label in
brands.xlsx
POS Search Key:
Tier Category
Upcharge %
Price Multiplier
Manager Approval
Excel Row
Garment Specialty / Note:
Classification Status:
OCR Detected Brand (Below 80% POS Match Threshold)
Suggested POS Search Key:
Add This Brand to brands.xlsx
Appends to MASTER POS & Category tab
Top 3 Closest Fuzzy Candidates in brands.xlsx (POS Search Key)
Visual OCR & OpenCV Preprocessing Diagnostics
Green box = Selected Primary Brand Line • Amber box = Filtered Secondary/Metadata text
1. PaddleOCR Bounding Boxes
Line Grouping Active
2. OpenCV Preprocessed Image
CLAHE + 5x5 Stitch Bridge
| Detected Text | Role | Orientation | Char Height | OCR Conf | Selection / Filter Reason | Action |
|---|