Dataset Versions
Versions
640x640
v7
· 2 years ago
2023-04-24 6:08pm
v6
· 2 years ago
Add another preprocess for image
v5
· 2 years ago
Solar panels detection when 75- present with YOLOv5
v4
· 2 years ago
Objects labeled when 75- present of panel
v3
· 2 years ago
2023-04-24 1:18pm
v2
· 2 years ago
2023-04-24 12:29pm
v1
· 2 years ago
v4
Solar panels detection when 75- present with YOLOv5
Generated on Apr 24, 2023
Popular Download Formats
YOLOv11
TXT annotations and YAML config used with YOLOv11.
YOLOv9
TXT annotations and YAML config used with YOLOv9.
YOLOv8
TXT annotations and YAML config used with YOLOv8.
YOLOv5
TXT annotations and YAML config used with YOLOv5.
YOLOv7
TXT annotations and YAML config used with YOLOv7.
COCO JSON
COCO JSON annotations are used with EfficientDet Pytorch and Detectron 2.
YOLO Darknet
Darknet TXT annotations used with YOLO Darknet (both v3 and v4) and YOLOv3 PyTorch.
Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
TFRecord
TFRecord binary format used for both Tensorflow 1.5 and Tensorflow 2.0 Object Detection models.
PaliGemma
PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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20 Total Images
View All Images
Dataset Split
Train Set 75%
15Images
Valid Set 15%
3Images
Test Set 10%
2Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x512
Grayscale: Applied
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Brightness: Between -20% and +20%
Blur: Up to 2px
Noise: Up to 5% of pixels