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Plans 30
- Merge dashed lanes across segment boundaries — plan2026-09-01
- HBW 2D-plan feature classes → lane XML (schema 1.1)2026-08-28
- AI3D-371 · ReCap export → training data2026-08-26
- AI3D-360 · Clean rail (V-member) vs guardrail-support separation2026-08-24
- Object instance IDs in LAS output (ReCap-safe)2026-08-19
- Tree instance splitter — visual results gallery2026-08-15
- Tree instance separation — implementation plan2026-08-15
- 3D Point-Cloud Segmentation Harness — Implementation Plan2026-08-12
- Fleet refactor: single source of truth, pyguide, bloat removal2026-08-12
- ReCap annotation export — plan2026-08-03
- Surface Mesh Redesign — edge-bounded pavement mesh2026-07-24
- TCS → guardrails: recall-first integration plan2026-07-18
- AI3D-337 · Slope-aware SMRF ground gate — implementation plan2026-07-17
- Plan 2 — greenness_exg (A1-only chromaticity lever)2026-07-17
- AI3D-339 — TCS ground filter + rule-based conifer detection (no ML training)2026-07-17
- AI3D-341 — Step 6 dashed/solid labels as source of truth2026-07-15
- Fix S6 OOM on junction segments (A3 segment_145)2026-07-15
- Iterative Azure retraining — 260624_confirmed_good2026-07-11
- Final report — AI3D-338 retraining program2026-07-11
- Round-1 report — Azure retrain on 260624_confirmed_good2026-07-11
- Round-2 report — stroke & schedule ruled out2026-07-11
- Push bug: corrections dropped over Windows MAX_PATH (AI3D-226)2026-07-08
- Azure ML Training Deployment — linebitmapsegmentation2026-07-07
- Guardrail detection from cross-sections — slides2026-07-07
- Guardrail Detection — ML Harness Plan2026-07-07
- Guardrail experiments — run-all runbook2026-07-07
- Perspective projection & multi-segment merge — rasterizer plan2026-07-07
- CSV Export — Task Manager Implementation Plan2026-07-06
- Offline Support for Recipe Web App — Implementation Plan2026-07-06
- {{TITLE}}—
Pages 31
- Headroom Context Compression: Evidence, Risks, and When It Helps2026-09-07
- HighwayData XML — Schema 1.1 spec2026-08-28
- AI3D-336 — Far-from-edge-line delineator filter2026-08-20
- AI3D-360: guardrail rail-vs-support split — real-segment validation2026-08-15
- 3D Roadside Segmentation — Machine Learning Harness2026-08-13
- Roadside asset inventory — final report, corridor A12026-08-07
- Vertical signs — pass 8 (AI3D-339)2026-08-06
- Roadside device inventory — pass 9 (AI3D-339)2026-08-06
- Vertical signs — pass 7 (AI3D-339)2026-08-05
- Automatic roadside-asset detection from mobile LiDAR — progress report2026-08-03
- Vertical signs — Pass 5: the lattice pass (AI3D-339)2026-08-03
- Vertical signs — pass 6 (AI3D-339)2026-08-03
- Vertical signs — pass 3: vehicles, out-of-domain vetoes, and the A1 breakthrough2026-08-02
- Vertical signs — pass 4 (veg-texture veto)2026-08-02
- Where to improve next — vertical signs & trees deep research2026-08-01
- Grass-overhang close-ups — point-cloud renders at the asphalt rim2026-08-01
- Asphalt-edge notches: vegetation, real notches, or detector artifacts?2026-08-01
- Veg-notch v2 — grass over the edge, not canopy (and mostly detector artifacts)2026-08-01
- Zoomed to the edge: is asphalt continuing under the green?2026-08-01
- Vertical signs — pass 1: measure first2026-08-01
- Vertical signs — pass 2: +32 delineators shipped (AI3D-339)2026-08-01
- battlebox — audit of the "br" user profile2026-07-30
- A4_5 Line-Width Production Run — AI3D-3462026-07-21
- MLS Guardrail Detection — How It Works2026-07-17
- Geoshift consistency: A1–A3 vs Abschnitt 4_5 — lane XML placement audit2026-07-15
- Teaching a Computer to Color Highway Point Clouds2026-07-10
- Asphalt edge — KIRIOLL roadside research2026-07-09
- Greenery & vertical markings — KIRIOLL roadside research2026-07-09
- Guardrails — KIRIOLL roadside research2026-07-09
- Sources — KIRIOLL roadside research2026-07-09
- Finding guardrails, greenery & road edges in laser scans — KIRIOLL research2026-07-09
Handoffs 24
- Handoff: AI3D-382 tree recall and number_of_returns foliage cue2026-09-06 07:46
- Handoff: ingesting the asphalt-edge exchange files (HighwayData XML / JSON)2026-09-04 15:45
- Handoff: modelling-export versions (Nexus vs schema 1.1) and 0.10.0 release2026-09-04 13:58
- Handoff — Production Step 7A/7B with dash fusion (modelling-lines 0.13.0) from existing Step 6 clusters2026-09-04 11:59
- Handoff — HighwayData XML 1.1 downstream decomposer2026-08-28 17:55
- Handoff: distributed CUDA compute for training and inference2026-08-28 16:02
- Research handoff: individual-tree canopy separation in roadside point clouds2026-08-14 21:18
- Handoff: guardrail rail-vs-support split (options 1+2)2026-08-14 20:15
- Handoff: harness experiment-runtime estimates2026-08-13 15:14
- Handoff: D: WSL data VHDX with XFS and VDO decision gate2026-08-13 14:46
- Handoff — seg3d LAS for all A1 + A4_5 segments2026-08-07 11:05
- Handoff — ReCap LAS from Abschnitt 1 (RGB)2026-08-03 18:30
- Handoff — battlebox WSL: commit & push everything before the rebuild2026-07-30 13:05
- Handoff — battlebox C: reclamation + WSL rebuild on D:2026-07-30 12:01
- Handoff: Hermes weekly Codex multi-agent watch2026-07-29 20:52
- Handoff: Daily used Eufy C10 watcher (Hermes)2026-07-15 08:46
- Top-down tiles — new sets + how to read the new geoshift2026-07-14 14:15
- Handoff: HelixNet pretraining for the Kirioll highway classifier2026-07-10 16:04
- Handoff — Implement asphalt-edge extraction (KIRIOLL)2026-07-10 12:25
- Handoff — Implement guardrail detection (KIRIOLL)2026-07-10 12:25
- Handoff — Implement tree/greenery detection (KIRIOLL)2026-07-10 12:25
- Handoff — Implement vertical-sign / pole detection (KIRIOLL)2026-07-10 12:25
- Handoff — How to create the perspective images (Azure + local)2026-07-09 10:15
- Handoff — Render perspective views for all of Abschnitt 1/2/32026-07-09 09:30