Dataset Versions
Versions
2024-11-13 10:37am
v20
· 11 days ago
2024-11-13 10:25am
v19
· 11 days ago
2024-11-13 6:21am
v18
· 11 days ago
2024-11-13 5:27am
v17
· 11 days ago
2024-11-11 11:08am
v16
· 13 days ago
2024-11-11 9:20am
v15
· 13 days ago
2024-10-26 5:52am
v14
· a month ago
2024-10-26 5:48am
v13
· a month ago
2024-10-26 5:04am
v12
· a month ago
2024-10-26 4:51am
v11
· a month ago
2024-10-25 5:06am
v10
· a month ago
2024-10-19 9:52am
v9
· a month ago
2024-10-19 5:57am
v8
· a month ago
2024-10-18 5:55am
v7
· a month ago
2024-10-18 5:51am
v6
· a month ago
2024-10-18 5:17am
v5
· a month ago
2024-10-18 5:12am
v4
· a month ago
2024-10-08 8:24am
v3
· 2 months ago
2024-10-07 10:30am
v2
· 2 months ago
2024-10-07 10:27am
v1
· 2 months ago
v14
2024-10-26 5:52am
Generated on Oct 26, 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.
2989 Total Images
View All Images
Dataset Split
Train Set 95%
2849Images
Valid Set 4%
120Images
Test Set 1%
20Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 7
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 30% Maximum Zoom
Rotation: Between -45° and +45°
Shear: ±11° Horizontal, ±10° Vertical
Hue: Between -4° and +4°
Saturation: Between -5% and +5%
Brightness: Between -5% and +5%
Exposure: Between -6% and +6%
Noise: Up to 0.1% of pixels
Mosaic: Applied
Bounding Box: Shear: ±10° Horizontal, ±10° Vertical