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Position Update

M:N3:4 / 5 - Phrontisterion - Jun 15, 2026 8:45 PM (18 hours, 9 minutes ago) - shelfie - Full Run 3830

assets/shelfie/MN34_5_1781520311.heic

13 detections 1 added 12 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
10136 — Accepted (1.00) 10138 — Accepted (1.00) 14740 — Accepted (1.00) 26982 — Accepted (1.00) 18390 — Accepted (1.00) 5782 — Accepted (1.00) 21438 — Accepted (1.00) 18413 — Accepted (1.00) 5786 — Accepted (1.00) 10453 — Accepted (1.00) 10429 — Accepted (1.00) 9481 — Accepted (1.00) 31748 — Accepted (1.00)
{# 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. A detection used for retention appears twice: once with its own rejection reason, once as the retained book it spatially matched.

Accession # Title Outcome Confidence Orientation Links
10136 The Mathematica book Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
10138 The Mathematica book Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
14740 The truth machine : the blockchain and the future… Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
26982 DHTML for the world wide web Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
18390 Elementary Basic Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
5782 The design and analysis of computer algorithms Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
21438 How to do just about anything on a computer Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
18413 Java : how to program Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
5786 Fluid concepts and creative analogies : computer … Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
10453 Practical neural network recipes in C Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
10429 Neural, novel & hybrid algorithms for time series… Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
9481 Ada for experienced programmers / A. Nico Haberma… Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 vertical Image Full run
31748 The evolution of imperfection : the science of wh… Accepted

Identified above the 0.5 confidence threshold — position written.

 1.00 forward Image Full run
9421 Letter fountain : on printing types Removed

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

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