Dataset Versions
Versions
2024-10-11 8:23am
v17
· a month ago
2024-10-11 8:20am
v16
· a month ago
2024-10-11 8:19am
v15
· a month ago
2024-05-05 11:47am
v14
· 6 months ago
2024-05-05 11:45am
v13
· 6 months ago
2024-05-03 5:57pm
v12
· 6 months ago
2024-05-01 4:58am
v11
· 7 months ago
2024-04-24 11:25am
v10
· 7 months ago
2024-04-24 11:24am
v9
· 7 months ago
2024-04-21 4:03pm
v8
· 7 months ago
2024-04-21 3:59pm
v7
· 7 months ago
2024-04-21 1:20pm
v6
· 7 months ago
2024-04-18 7:35pm
v5
· 7 months ago
2024-04-12 10:46pm
v4
· 7 months ago
2024-04-12 10:19pm
v3
· 7 months ago
2024-04-12 12:14pm
v2
· 7 months ago
2024-04-11 2:14pm
v1
· 7 months ago
v15
2024-10-11 8:19am
Generated on Oct 11, 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.
2896 Total Images
View All Images
Dataset Split
Train Set 87%
2520Images
Valid Set 8%
244Images
Test Set 5%
132Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Grayscale: Applied
Tile: 2 rows x 2 columns
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 25% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Grayscale: Apply to 15% of images
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels