Dataset Versions
Versions
2024-11-29 4:43pm
v37
· 5 days ago
2024-11-25 5:17pm
v36
· 9 days ago
2024-11-25 5:16pm
v35
· 9 days ago
2024-11-25 5:12pm
v34
· 9 days ago
2024-10-10 1:26pm
v29
· 2 months ago
2024-09-09 12:45pm
v28
· 3 months ago
2024-08-07 6:01am
v27
· 4 months ago
2024-06-17 2:28pm
v26
· 6 months ago
2024-06-16 7:46pm
v25
· 6 months ago
2023-12-13 1:22pm
v20
· a year ago
2023-12-13 11:25am
v19
· a year ago
2023-12-11 4:55pm
v17
· a year ago
2023-10-04 12:47pm
v2
· a year ago
v37
2024-11-29 4:43pm
Generated on Nov 29, 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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1644 Total Images
View All Images
Dataset Split
Train Set 88%
1440Images
Valid Set 8%
137Images
Test Set 4%
67Images
Preprocessing
Auto-Orient: Applied
Resize: Fit (black edges) in 540x960
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 5% Minimum Zoom, 15% Maximum Zoom
Rotation: Between -15° and +15°
Grayscale: Apply to 10% of images
Hue: Between -5° and +5°
Saturation: Between -20% and +20%
Brightness: Between 0% and +10%
Noise: Up to 0.2% of pixels