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Inspection images
Pump bearing, thermal
245×166 px
1×
V1 100 °C
Routed to the thermal reader by action_type — the orchestrator pairs this sample with THERMAL_INSPECTION actions. Double-click to zoom in.
What reads the image
1 of 3 live
- 1Producing this page
Code readers
RapidOCR 3.10 (PP-OCR, ONNX CPU) + OpenCV
Computes every number on this page and marks where it measured it.
Deterministic and testable. VLMs score 25–30% reading real gauges and fail temperature-grounded questions outright, so no model is allowed to read a value off pixels.
- 2Wired, not answering yet
SPOTbot vision
Qwen3-VL-8B-Instruct
Says what is visible: which component is hot, the scale's labels and units, glare or occlusion.
Qualitative only, and never a number. Fine-tuned on thermal and gauge sets (docs/TEAMMATE-qwen-vision-finetune.md); serves behind the gateway on the AMD box.
- 3Wired, not answering yet
SPOTbot analyst
Qwen3.5-9B Q4_K_M + mmproj (gateway `system2-vision`)
Writes the Orbit-style assessment — question, answer, reasoning, recommended action — citing V# rows.
Receives the annotated JPEG plus these rows, not the raw upload, so the marks it sees carry the same V# IDs it has to cite. Runs on an escalated flag, not on an image alone.
What this image alone would raise
CRITICALvision.thermal
Thermal hotspot ≥100.0 °C (ΔT 59 °C over reference)
It raises nothing by itself. This is a kit sample paired by action type, not a photo of any asset in the database, so the orchestrator files its alert as demo_alert and never escalates an asset on it.
Readings
5 of 5 citable
- V1Max temperatureHIGH TRUST
100°C
80% confidencecolorbar_lutCLIPPEDhottest spot reaches the 100 °C top of the scale; true value may be higher
- V295th-percentile temperatureHIGH TRUST
81.5°C
90% confidencecolorbar_lutwhole frame - V3Median temperatureHIGH TRUST
41.6°C
90% confidencecolorbar_lutwhole frame - V4Reference temperatureHIGH TRUST
41°C
75% confidencescene_median_outside_hotspotwhole framemedian of the scene outside the hotspot
- V5Delta THIGH TRUST
59°C
75% confidencehotspot_minus_referenceCLIPPEDwhole framehotspot 59.0 °C over the reference 41.0 °C
Key results
Orbit format
- Max Temperature
- 100°C
- Reference Temperature
- 41°C
- Delta T
- 59°C
- Scale
- 25.5–101°C
- Clipped
- yes
Text on the image
5 lines
RapidOCR, verbatim. Context only: a number that appears only here is not evidence and System 2 cannot state it — a reading has to come from a V# row.
- ℃
- 100
- 75
- SO
- 25
