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Position Update

M:N3:2 / 3 - Phrontisterion - Jun 20, 2026 10:47 AM (10 hours, 23 minutes ago) - shelfie - Full Run 5675

assets/shelfie/MN32_3_1781679236.heic

15 detections 3 added 11 unmoved 0 retained 0 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
24436 — Accepted (1.00) 30269 — Accepted (1.00) 21195 — Accepted (1.00) 14896 — Accepted (1.00) 5768 — Accepted (1.00) 9378 — Accepted (1.00) 9478 — Accepted (1.00) 5410 — Accepted (1.00) 18626 — Accepted (1.00) 9887 — Accepted (1.00) 19899 — Accepted (1.00) 2608 — Accepted (1.00) 10469 — Accepted (1.00) 17058 — Accepted (1.00) 13987 — 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
24436 The beginning of infinity : explanations that tra… Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
30269 Keys to infinity Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
21195 The art of the infinite : the pleasure of mathema… Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
14896 Infinite powers : how calculus reveals the secret… Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
5768 The design and analysis of algorithms Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
9378 Elementary differential equations / William E. Bo… Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
9478 The jackknife, the bootstrap and other resampling… Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
5410 The magical maze : seeing the world through mathe… Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
18626 Mechanics and hydrostatics for beginners Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
9887 Introduction to difference equations : with illus… Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
19899 The mystery of numbers Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
2608 The triumph of numbers : how counting shaped mode… Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
10469 How to solve it : modern heuristics Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
17058 The universal encyclopedia of mathematics Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 forward Image Full run
13987 Beyond measure : the big impact of small changes Below threshold

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

 0.00 vertical Image Full run