Dataset Versions
Versions
2024-02-22 10:27am
v19
· a year ago
2024-02-21 11:54pm
v18
· a year ago
2024-02-21 11:50pm
v17
· a year ago
2024-02-20 11:31pm
v16
· a year ago
2024-02-19 11:47pm
v15
· a year ago
2024-02-19 10:51pm
v14
· a year ago
2024-02-19 10:30pm
v13
· a year ago
2024-02-19 10:11pm
v12
· a year ago
2024-02-19 7:23pm
v11
· a year ago
2024-02-19 4:14pm
v10
· a year ago
2024-02-19 2:23pm
v6
· a year ago
2024-02-19 1:56pm
v5
· a year ago
2024-01-23 5:09pm
v4
· a year ago
2024-01-23 4:10pm
v3
· a year ago
2024-01-22 7:07pm
v2
· a year ago
2024-01-22 7:00pm
v1
· a year ago
v13
2024-02-19 10:30pm
Generated on Feb 19, 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.
932 Total Images
View All Images
Dataset Split
Train Set 88%
816Images
Valid Set 8%
78Images
Test Set 4%
38Images
Preprocessing
Auto-Orient: Applied
Resize: Fit within 640x640
Auto-Adjust Contrast: Using Contrast Stretching
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels