solar-panels
solar-panels-taxvb
Dataset Card for solar-panels-taxvb
** The original COCO dataset is stored at dataset.tar.gz**
Dataset Summary
solar-panels-taxvb
Supported Tasks and Leaderboards
object-detection: The dataset can be used to train a model for Object Detection.
Languages
English
Dataset Structure
Data Instances
A data point comprises an image and its object annotations.
{
'image_id': 15,
'image': <PIL.JpegImagePlugin.JpegImageFile image… See the full description on the dataset page: https://huggingface.co/datasets/Francesco/solar-panels-taxvb.solar-panels-taxvb
Solar Panels Taxvb
This dataset is part of the Roboflow 100 benchmark, a diverse collection of 100 object detection datasets spanning 7 imagery domains.
Dataset Statistics
Split
Images
Train
112
Validation
30
Test
19
Total
161
Classes (5)
Cell
Cell-Multi
No-Anomaly
Shadowing
Unclassified
Usage
With LibreYOLO
from libreyolo import LIBREYOLO
# Load a model
model = LIBREYOLO(model_path="libreyoloXnano.pt")
# Train on… See the full description on the dataset page: https://huggingface.co/datasets/LibreYOLO/solar-panels-taxvb.solar-panels-IGN-bdorthoA YOLO large model was trained with this dataset on IGN BdOrtho imagery.
The resulted detection has very good results which can be see on the MapRoulette project https://maproulette.org/browse/projects/62887.
The trained model is there : https://huggingface.co/Cyrille37/solar-panels-IGN-bdortho
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