Dataset Versions
Versions
2024-03-12 10:47pm
v21
· 8 months ago
2024-03-12 10:43pm
v20
· 8 months ago
2024-03-12 10:32pm
v19
· 8 months ago
2024-03-07 9:23pm
v18
· 9 months ago
2024-03-07 9:22pm
v17
· 9 months ago
2024-01-17 1:07am
v16
· 10 months ago
2024-01-15 6:21pm
v15
· 10 months ago
2024-01-13 3:42pm
v14
· 10 months ago
2024-01-10 6:27pm
v13
· 10 months ago
2024-01-05 5:14am
v12
· a year ago
2024-01-05 3:33am
v11
· a year ago
2024-01-05 3:03am
v10
· a year ago
2023-11-18 2:03am
v9
· a year ago
2023-11-03 9:18pm
v8
· a year ago
v10
2024-01-05 3:03am
Generated on Jan 4, 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.
230 Total Images
View All Images
Dataset Split
Train Set 87%
201Images
Valid Set 8%
19Images
Test Set 4%
10Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-60% Vertical Region
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Augmentations
Outputs per training example: 3
Flip: Horizontal
Saturation: Between -56% and +56%
Blur: Up to 0.5px
Cutout: 17 boxes with 10% size each
Mosaic: Applied
Bounding Box: Flip: Horizontal
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Brightness: Between -25% and +25%
Bounding Box: Exposure: Between -25% and +25%
Bounding Box: Blur: Up to 15.5px
Bounding Box: Noise: Up to 5% of pixels