Dataset Versions
Versions
2024-02-27 3:40pm
v15
· 10 months ago
2024-02-22 2:19pm
v14
· 10 months ago
2024-02-22 2:15pm
v13
· 10 months ago
2024-02-22 11:12am
v12
· 10 months ago
2024-02-17 12:54am
v11
· 10 months ago
2024-02-17 12:52am
v10
· 10 months ago
2024-02-17 12:35am
v9
· 10 months ago
2024-02-16 9:34am
v8
· 10 months ago
2024-02-15 12:59pm
v7
· 10 months ago
2024-02-14 10:03pm
v6
· 10 months ago
2024-02-14 11:47am
v5
· a year ago
2024-02-13 8:54pm
v4
· a year ago
v6
2024-02-14 10:03pm
Generated on Feb 14, 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
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5560 Total Images
View All Images
Dataset Split
Train Set 88%
4872Images
Valid Set 8%
464Images
Test Set 4%
224Images
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, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Grayscale: Apply to 25% 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