Dataset Versions
Versions
2024-04-06 2:05pm
v11
· 8 months ago
2024-04-06 2:02pm
v10
· 8 months ago
2024-01-17 8:34am
v9
· 10 months ago
2024-01-13 5:06pm
v8
· 10 months ago
2024-01-11 8:26am
v6
· 10 months ago
2023-12-12 1:59pm
v5
· a year ago
2023-11-02 9:56am
v4
· a year ago
2023-10-23 9:00am
v3
· a year ago
2023-09-20 1:44pm
v2
· a year ago
v10
2024-04-06 2:02pm
Generated on Apr 6, 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.
1406 Total Images
View All Images
Dataset Split
Train Set 87%
1230Images
Valid Set 8%
109Images
Test Set 5%
67Images
Preprocessing
Auto-Orient: Applied
Isolate Objects: Applied
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, 20% Maximum Zoom
Rotation: Between -15° and +15°
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -15% and +15%
Blur: Up to 1.25px
Noise: Up to 1.95% of pixels