Dataset Versions
Versions
2024-08-15 6:14pm
v19
· 3 months ago
2024-08-15 6:04pm
v18
· 3 months ago
2024-07-31 4:11am
v17
· 4 months ago
OnlySunspotsv3
v16
· 4 months ago
OnlySunspotsv2
v14
· 4 months ago
2024-07-30 8:48pm
v13
· 4 months ago
2024-07-30 5:48am
v12
· 4 months ago
OnlySunspotsv1
v11
· 4 months ago
2024-07-29 5:08pm
v10
· 4 months ago
2024-07-29 4:07pm
v9
· 4 months ago
2024-07-24 5:10am
v8
· 4 months ago
Only-Z-2
v7
· 4 months ago
2024-07-23 10:51pm
v6
· 4 months ago
Only-Z
v5
· 4 months ago
2024-07-23 6:39pm
v4
· 4 months ago
2024-07-23 5:21pm
v3
· 4 months ago
2024-07-23 4:21pm
v2
· 4 months ago
2024-07-23 4:12pm
v1
· 4 months ago
v14
OnlySunspotsv2
Generated on Jul 30, 2024
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.
Other Formats
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675 Total Images
View All Images
Dataset Split
Train Set 88%
594Images
Valid Set 8%
51Images
Test Set 4%
30Images
Preprocessing
Grayscale: Applied
Modify Classes: 50 remapped, 0 dropped
Filter Null: Require at least 90% of images to contain annotations.
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 10% Maximum Zoom
Rotation: Between -45° and +45°
Exposure: Between -15% and +15%