Dataset Versions
Versions
2022-11-20 11:45pm
v14
· 2 years ago
2022-11-20 11:42pm
v13
· 2 years ago
2022-11-20 11:35pm
v12
· 2 years ago
2022-11-20 11:32pm
v11
· 2 years ago
HVY_AUGM_CRNT_11-13_
v10
· 2 years ago
CRNT_model_10-19_Experimental_
v9
· 2 years ago
CRNT_model_10-18_
v8
· 2 years ago
CRNT_model_10-16_
v7
· 2 years ago
sum-bitch-3
v6
· 2 years ago
sum-bitch-2
v5
· 2 years ago
sum-bitch-1
v4
· 2 years ago
sum-bitch
v3
· 2 years ago
2022-09-04 9:33pm
v2
· 2 years ago
2022-09-04 9:25pm
v1
· 2 years ago
v11
2022-11-20 11:32pm
Generated on Nov 21, 2022
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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605 Total Images
View All Images
Dataset Split
Train Set 89%
537Images
Valid Set 9%
56Images
Test Set 2%
12Images
Preprocessing
Auto-Orient: Applied
Resize: Fit (black edges) in 640x640
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Shear: ±8° Horizontal, ±7° Vertical
Brightness: Between -17% and +17%
Noise: Up to 1% of pixels
Cutout: 23 boxes with 2% size each
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise
Bounding Box: Noise: Up to 3% of pixels