Solar cell Dataset
Versions
2022-09-19 11:30am
v25
· 2 years ago
crossval
v24
· 2 years ago
2022-09-05 11:36am
v23
· 2 years ago
newgen4
v22
· 2 years ago
newgen3
v21
· 2 years ago
newgen5
v20
· 2 years ago
newgen2
v19
· 2 years ago
newgen1
v18
· 2 years ago
gen6
v12
· 2 years ago
gen5
v11
· 2 years ago
gen4
v10
· 2 years ago
gen3
v9
· 2 years ago
gen2
v8
· 2 years ago
gen1
v7
· 2 years ago
v12
gen6
Generated on Aug 29, 2022
Popular Download Formats
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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2225 Total Images
View All Images
Dataset Split
Train Set 81%
1800Images
Valid Set 9%
210Images
Test Set 10%
215Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Noise: Up to 5% of pixels