Dataset Versions
Versions
2024-04-23 11:40pm
v21
· 7 months ago
2024-04-23 11:35pm
v20
· 7 months ago
2024-04-23 11:27pm
v19
· 7 months ago
2024-04-23 9:19pm
v18
· 7 months ago
2024-04-23 9:17pm
v17
· 7 months ago
2024-04-23 9:17pm
v16
· 7 months ago
2024-04-23 9:17pm
v15
· 7 months ago
2024-04-23 9:17pm
v14
· 7 months ago
2024-04-23 9:17pm
v13
· 7 months ago
2024-04-23 9:08pm
v12
· 7 months ago
2024-04-21 8:57pm
v11
· 7 months ago
2024-04-21 8:54pm
v10
· 7 months ago
2024-04-21 8:52pm
v9
· 7 months ago
2024-04-21 8:46pm
v8
· 7 months ago
2024-04-21 8:46pm
v7
· 7 months ago
2024-04-21 8:46pm
v6
· 7 months ago
2024-04-21 8:46pm
v5
· 7 months ago
2024-04-21 8:46pm
v4
· 7 months ago
2024-04-21 8:46pm
v3
· 7 months ago
2024-04-21 8:46pm
v2
· 7 months ago
2024-04-21 8:45pm
v1
· 7 months ago
v19
2024-04-23 11:27pm
Generated on Apr 23, 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
Choose another format.
2117 Total Images
View All Images
Dataset Split
Train Set 53%
1116Images
Valid Set %
0Images
Test Set 47%
1001Images
Preprocessing
Auto-Orient: Applied
Auto-Adjust Contrast: Using Histogram Equalization
Grayscale: Applied
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 15% Maximum Zoom
Rotation: Between -10° and +10°
Shear: ±10° Horizontal, ±25° Vertical
Grayscale: Apply to 21% of images
Hue: Between -25° and +25°
Saturation: Between -27% and +27%
Brightness: Between -25% and +25%
Exposure: Between -23% and +23%
Blur: Up to 4.9px
Noise: Up to 3.4% of pixels
Cutout: 24 boxes with 3% size each
Bounding Box: Flip: Horizontal
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise
Bounding Box: Crop: 0% Minimum Zoom, 20% Maximum Zoom
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Brightness: Between -15% and +15%
Bounding Box: Exposure: Between -10% and +10%
Bounding Box: Blur: Up to 1.3px
Bounding Box: Noise: Up to 1.42% of pixels