Dataset Versions
Versions
2024-06-30 6:31am
v11
· 5 months ago
2024-06-28 11:34pm
v10
· 5 months ago
2024-06-05 8:02pm
v9
· 5 months ago
2024-05-31 1:12pm
v8
· 6 months ago
2024-05-31 12:00pm
v7
· 6 months ago
2024-05-31 11:44am
v6
· 6 months ago
2024-05-31 10:47am
v5
· 6 months ago
2024-05-31 9:41am
v4
· 6 months ago
2024-05-30 12:18pm
v3
· 6 months ago
2024-05-29 4:28pm
v2
· 6 months ago
2024-05-29 1:19pm
v1
· 6 months ago
v2
2024-05-29 4:28pm
Generated on May 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
Choose another format.
898 Total Images
View All Images
Dataset Split
Train Set 88%
789Images
Valid Set 8%
73Images
Test Set 4%
36Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 3
Flip: Horizontal
Rotation: Between -10° and +10°
Shear: ±10° Horizontal, ±10° Vertical
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 1px
Noise: Up to 0.5% of pixels