Dataset Versions
Versions
2024-06-13 3:17pm
v10
· 5 months ago
2024-06-12 1:13pm
v9
· 5 months ago
2024-06-11 3:43pm
v8
· 5 months ago
2024-06-11 3:43pm
v7
· 5 months ago
2024-06-10 2:53pm
v6
· 5 months ago
2024-06-10 2:51pm
v5
· 5 months ago
2024-05-01 11:19am
v4
· 6 months ago
2024-04-30 11:00pm
v3
· 6 months ago
2024-04-03 11:38am
v2
· 7 months ago
2024-04-03 11:29am
v1
· 7 months ago
v10
2024-06-13 3:17pm
Generated on Jun 13, 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.
7468 Total Images
View All Images
Dataset Split
Train Set 87%
6528Images
Valid Set 9%
636Images
Test Set 4%
304Images
Preprocessing
Auto-Orient: Applied
Resize: Fit within 640x640
Auto-Adjust Contrast: Using Contrast Stretching
Tile: 2 rows x 2 columns
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Hue: Between -20° and +20°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -11% and +11%
Blur: Up to 2.5px
Noise: Up to 1.72% of pixels