Dataset Versions
Versions
2024-10-10 4:54pm
v13
· 2 months ago
2024-10-10 4:43pm
v12
· 2 months ago
2024-10-10 4:19pm
v11
· 2 months ago
2024-10-04 4:30pm
v10
· 2 months ago
2024-10-03 8:58pm
v9
· 2 months ago
2024-10-03 6:26pm
v8
· 2 months ago
2024-10-02 12:30pm
v7
· 2 months ago
2024-10-02 12:29pm
v6
· 2 months ago
2024-10-02 12:27pm
v5
· 2 months ago
2024-10-02 7:59am
v4
· 2 months ago
2024-10-01 9:30pm
v3
· 2 months ago
2024-09-30 7:58am
v2
· 2 months ago
2024-09-29 11:09pm
v1
· 2 months ago
v13
2024-10-10 4:54pm
Generated on Oct 10, 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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2711 Total Images
View All Images
Dataset Split
Train Set 82%
2217Images
Valid Set 9%
249Images
Test Set 9%
245Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Contrast Stretching
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 16% Maximum Zoom
Grayscale: Apply to 10% of images
Hue: Between -23° and +23°
Saturation: Between -30% and +30%
Noise: Up to 0.97% of pixels