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mfranzon/
solar-panels-yolov8s-seg

Name: solar-panels-yolov8s-seg
Availability: InStock

ultralytics

yolov8

instance-segmentation

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Aerial Solar Panels (YOLOv8s-seg)

Instance segmentation of individual PV arrays from drone and nadir aerial imagery, with tight masks on the panels themselves. Part of the Model Garden collection.

Class

solar-panel

Provenance

Weights derive from finloop/yolov8s-seg-solar-panels, re-hosted here for the Model Garden showcase. On a Wikimedia solar-farm test set it locked panels at conf 0.90 to 0.97 on 6 of 8 shots, missing only very distant obliques.

Training

Base: YOLOv8s-seg
Task: instance segmentation

Usage

python

from ultralytics import YOLO

model = YOLO("finloop_seg.pt")
results = model("aerial.jpg")
results[0].show()

mfranzon/solar-panels-yolov8s-seg