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Tv Thermal Yolov8n

YOLOv8n thermal solar-PV fault detector. Bootstrap model for ThermalVariations (Track B) until labelled in-house fault data is available.

Sourcehuggingface.co/ThermalVariations/tv-thermal-yolov8n/tree/6c9894351ec5db7c483e6d6f854d55d1d485142f
KindOtherVersionRevision 6c98943

Model source

Kind
Other
File size
5.96 MB
Version
vRevision 6c98943
Updated
Sep 19, 2026
Downloads
20
Source
Hugging Face

Source description

tv-thermal-yolov8n

YOLOv8n thermal solar-PV fault detector. Bootstrap model for ThermalVariations (Track B) until labelled in-house fault data is available.

  • Classes: hotspot, diode, misc (renamed from the source Hotspot/Diode/Anomaly to match the app taxonomy)
  • Training data: public "Solar thermal image defects" (Roboflow Universe), 1685 train / 100 val; DJI Mavic 3T thermal frames.
  • Val metrics (best.pt): mAP50 all 0.52 - hotspot 0.75, diode 0.45, misc 0.35.
  • Intended use: demo/bootstrap only. Single small site; under-fires on other palettes (e.g. white-hot). Not production-accurate.
  • App wiring: worker loads via hf_hub_download. Set TV_INFERENCE_BACKEND=yolo, TV_INFERENCE_MODEL_REPO=ThermalVariations/tv-thermal-yolov8n, TV_INFERENCE_MODEL_FILENAME=best.pt.

Sources

1 source
Hugging FacePrimaryVersion 6c9894351ec5db7c483e6d6f854d55d1d485142f
huggingface.co/ThermalVariations/tv-thermal-yolov8n/tree/6c9894351ec5db7c483e6d6f854d55d1d485142f

Verified Sep 9

Model artifacts

1 artifact

best.pt

pt · 5.96 MB · SHA-256 31f682d03fe5…8b2b · Hugging Face

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Source excerpts

2 excerpts
ReadmeSep 9huggingface.co/ThermalVariations/tv-thermal-yolov8n

--- license: agpl-3.0 library_name: ultralytics tags: [object-detection, yolov8, thermal, solar-pv, fault-detection] --- # tv-thermal-yolov8n YOLOv8n thermal solar-PV fault detector. Bootstrap model for ThermalVariations (Track B) until labelled in-house fault data is available. - **Classes:** hotspot, diode, misc (renamed from the source Hotspot/Diode/Anomaly to match the app taxonomy) - **Training data:** public "Solar thermal image defects" (Roboflow Universe), 1685 train / 100 val; DJI Mavic 3T thermal frames. - **Val metrics (best.pt):** mAP50 all 0.52 - hotspot 0.75, diode 0.45, misc 0.35. - **Intended use:** demo/bootstrap only. Single small site; under-fires on other palettes (e.g. white-hot). Not production-accurate. - **App wiring:** worker loads via hf_hub_download. Set TV_INFERENCE_BACKEND=yolo, TV_INFERENCE_MODEL_REPO=ThermalVariations/tv-thermal-yolov8n, TV_INFERENCE_MODEL_FILENAME=best.pt.

NoteSep 9huggingface.co/ThermalVariations/tv-thermal-yolov8n

Source context: 20 downloads · 0 likes · Pipeline object-detection · Library ultralytics · Repo ThermalVariations/tv-thermal-yolov8n