Dataset Versions
Versions
2023-11-22 5:10am
v18
· a year ago
2023-11-20 3:40am
v17
· a year ago
2023-11-19 7:03am
v16
· a year ago
2023-11-17 4:06am
v15
· a year ago
2023-11-16 11:59pm
v14
· a year ago
2023-11-14 10:59pm
v13
· a year ago
2023-11-14 10:11pm
v12
· a year ago
2023-11-13 7:47pm
v11
· a year ago
2023-11-12 9:12pm
v10
· a year ago
2023-11-12 3:33pm
v8
· a year ago
2023-11-12 12:36pm
v7
· a year ago
2023-11-11 1:53pm
v6
· a year ago
2023-11-10 4:06pm
v5
· a year ago
2023-11-10 11:36am
v4
· a year ago
2023-11-10 4:49am
v3
· a year ago
2023-11-10 4:47am
v2
· a year ago
2023-11-09 2:43pm
v1
· a year ago
v14
2023-11-16 11:59pm
Generated on Nov 16, 2023
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.
10071 Total Images
View All Images
Dataset Split
Train Set 87%
8811Images
Valid Set 8%
841Images
Test Set 4%
419Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
Hue: Between -37° and +37°
Saturation: Between -86% and +86%
Brightness: Between -51% and +51%
Exposure: Between -74% and +74%
Cutout: 22 boxes with 10% size each
Mosaic: Applied
Bounding Box: Crop: 7% Minimum Zoom, 45% Maximum Zoom
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical
Bounding Box: Brightness: Between -34% and +34%
Bounding Box: Noise: Up to 17% of pixels