Dataset Versions
Versions
2024-09-24 5:31pm
v27
· 2 months ago
2024-09-17 5:55am
v26
· 2 months ago
2024-09-17 5:50am
v25
· 2 months ago
2024-09-17 5:46am
v24
· 2 months ago
2024-09-15 4:48pm
v23
· 2 months ago
2024-09-15 10:59am
v22
· 2 months ago
2024-09-15 10:55am
v21
· 2 months ago
2024-09-08 9:50am
v20
· 3 months ago
2024-09-07 1:35pm
v19
· 3 months ago
2024-09-07 9:37am
v18
· 3 months ago
v19
2024-09-07 1:35pm
Generated on Sep 7, 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.
5736 Total Images
View All Images
Dataset Split
Train Set 88%
5019Images
Valid Set 8%
479Images
Test Set 4%
238Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 30% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±1° Horizontal, ±14° Vertical
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -14% and +14%
Blur: Up to 2.4px
Noise: Up to 1.96% of pixels