Dataset Versions
Versions
Renamed Socratea for Mark
v10
· 2 years ago
2023-01-13 9:57am
v9
· 2 years ago
New Version for Kaleb - aspect ratio
v8
· 2 years ago
2022-11-17 9:33am
v7
· 2 years ago
2022-11-17 9:32am
v6
· 2 years ago
Added Mauritia
v5
· 2 years ago
Added Euterpe
v4
· 2 years ago
Added scaled out images
v3
· 2 years ago
Added scaled in images
v2
· 2 years ago
Trial
v1
· 2 years ago
v9
2023-01-13 9:57am
Generated on Jan 13, 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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400 Total Images
View All Images
Dataset Split
Train Set 75%
300Images
Valid Set 13%
50Images
Test Set 13%
50Images
Preprocessing
Auto-Orient: Applied
Resize: Fit (black edges) in 600x600
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Brightness: Between -20% and +20%
Exposure: Between -5% and +5%
Bounding Box: Blur: Up to 1px