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Position Update

M:S3:12 / 4 - Phrontisterion - Jun 19, 2026 6:01 PM (13 hours, 42 minutes ago) - shelfie - Full Run 5338

assets/shelfie/MS312_4_1781856111.heic

19 detections 2 added 14 unmoved 0 retained 1 removed

Scan Image

The warped shelf image the pipeline processed, with every observation's bounding box. Hover a box for details.

Accepted Retained Below threshold Not applied Duplicate / Unknown
18957 — Accepted (1.00) 12505 — Accepted (1.00) 13970 — Accepted (1.00) 5300 — Accepted (1.00) 11392 — Accepted (1.00) 12010 — Accepted (1.00) 18351 — Accepted (1.00) 19017 — Accepted (1.00) 4450 — Accepted (1.00) 18347 — Accepted (1.00) 18958 — Accepted (1.00) 18962 — Accepted (1.00) 18956 — Accepted (1.00) 18961 — Accepted (1.00) 18475 — Accepted (1.00) 18997 — Accepted (0.58) 13970 — Duplicate (1.00) 634 — Below threshold (0.00) 20177 — Below threshold (0.00)
{# Deep links from book pages target the book's rect (#acc-), landing on the image. Emphasise all of that book's boxes and its table row. #}

Observations

Every incoming detection and affected shelf book, with the server's decision. When a book is kept in place from its own low-confidence detection, the two are folded into a single Retained row.

Accession # Title Outcome Confidence Orientation Links
18957 The vegetarian cookbook Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
12505 Green food generation : a culinary adventure Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
13970 The feminine touch : wine and food Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
5300 Seven fires : grilling the Argentine way Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
11392 Forty fine years : a celebration of the Pantazis … Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
12010 The bread builders : hearth loaves and masonry ov… Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
18351 Tasmanian menu : a feast for the eyes, a feast fo… Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
19017 Vegetarian dinner parties Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
4450 Forgotten skills of cooking Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
18347 The naked chef Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
18958 Mediterranean : a taste of the sun in over 150 re… Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
18962 The best of international cooking Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
18956 The magic of herbs Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
18961 Best-ever Chinese and Asian : the definitive cook… Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
18475 Mexico : the cookbook Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 horizontal Image Full run
18997 Southeast Asian food : classic and modern dishes … Accepted

Identified above the 0.5 confidence threshold — position written.

 0.58 vertical Image Full run
13970 The feminine touch : wine and food Duplicate

Same accession detected more than once in this scan — a higher-confidence detection won.

 1.00 vertical Image Full run
634 The eloquent dead : ancestral sculpture of Indone… Below threshold

Identified, but at or below the 0.5 confidence threshold — ignored for positioning.

 0.00 vertical Image Full run
20177 Lifelong learning and the visual arts : a book of… Below threshold

Identified, but at or below the 0.5 confidence threshold — ignored for positioning.

 0.00 vertical Image Full run
18561 Smart cities : cities in the digital age Removed

Was on this shelf but wasn't seen or spatially matched this scan — position cleared.

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