Dataset Versions
Versions
2024-09-19 1:42pm
v25
· 2 months ago
2024-09-19 8:09am
v24
· 2 months ago
2024-09-19 7:00am
v23
· 2 months ago
2024-09-18 6:52am
v22
· 2 months ago
2024-09-18 6:29am
v21
· 2 months ago
2024-09-18 6:24am
v20
· 2 months ago
2024-09-18 6:17am
v19
· 2 months ago
2024-09-18 6:09am
v18
· 2 months ago
2024-09-17 9:30am
v17
· 2 months ago
2024-09-17 5:35am
v16
· 2 months ago
2024-09-16 10:44am
v15
· 2 months ago
2024-09-16 8:51am
v14
· 2 months ago
2024-09-16 3:30am
v13
· 2 months ago
2024-09-15 2:58pm
v11
· 2 months ago
2024-09-15 11:52am
v10
· 2 months ago
2024-09-15 11:20am
v9
· 2 months ago
2024-09-15 10:48am
v8
· 2 months ago
2024-09-15 6:49am
v7
· 2 months ago
v19
2024-09-18 6:17am
Generated on Sep 18, 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.
1960 Total Images
View All Images
Dataset Split
Train Set 88%
1728Images
Valid Set 8%
156Images
Test Set 4%
76Images
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, 30% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Grayscale: Apply to 15% of images
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -11% and +11%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels