Dataset Versions
Versions
2024-06-09 11:49am
v12
· 6 months ago
2024-06-09 4:28am
v11
· 6 months ago
2024-06-08 7:33pm
v10
· 6 months ago
2024-06-08 4:59pm
v9
· 6 months ago
2024-06-07 5:03pm
v8
· 6 months ago
2024-06-07 4:28pm
v7
· 6 months ago
2024-05-27 8:54am
v6
· 6 months ago
2024-05-20 8:04pm
v5
· 6 months ago
2024-05-20 6:56pm
v4
· 6 months ago
2024-05-15 5:41pm
v3
· 6 months ago
2024-05-15 5:24pm
v2
· 6 months ago
2024-05-15 4:54pm
v1
· 6 months ago
v12
2024-06-09 11:49am
Generated on Jun 9, 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.
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2574 Total Images
View All Images
Dataset Split
Train Set 88%
2253Images
Valid Set 8%
215Images
Test Set 4%
106Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Histogram Equalization
Grayscale: Applied
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Grayscale: Apply to 15% of images
Hue: Between -15° and +15°
Saturation: Between -18% and +18%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Noise: Up to 0.42% of pixels