Dataset Versions
Versions
2024-12-28 8:03pm
v13
· 2 hours ago
2024-12-28 3:20pm
v11
· 7 hours ago
2024-12-28 3:17pm
v10
· 7 hours ago
2024-12-28 3:16pm
v9
· 7 hours ago
2024-12-28 3:16pm
v8
· 7 hours ago
2024-12-28 1:16pm
v7
· 9 hours ago
2024-12-28 1:16pm
v6
· 9 hours ago
2024-12-28 1:03pm
v4
· 9 hours ago
2024-12-28 5:27am
v3
· 16 hours ago
2024-12-17 1:59pm
v2
· 11 days ago
v3
2024-12-28 5:27am
Generated on Dec 27, 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.
1096 Total Images
View All Images
Dataset Split
Train Set 86%
948Images
Valid Set 9%
100Images
Test Set 4%
48Images
Preprocessing
Auto-Orient: Applied
Isolate Objects: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Histogram Equalization
Tile: 2 rows x 2 columns
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -5° and +5°
Grayscale: Apply to 15% of images
Hue: Between -20° and +20°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Blur: Up to 2.5px
Cutout: 3 boxes with 10% size each
Mosaic: Applied
Bounding Box: Shear: ±10° Horizontal, ±10° Vertical
Bounding Box: Noise: Up to 0.1% of pixels