Dataset Versions
Versions
2024-06-03 11:59am
v12
· 7 months ago
2024-05-30 3:44pm
v11
· 7 months ago
2024-05-30 2:32pm
v10
· 7 months ago
2024-05-30 11:49am
v9
· 7 months ago
2024-05-30 10:24am
v8
· 7 months ago
2024-05-30 9:44am
v7
· 7 months ago
2024-05-30 12:13am
v6
· 7 months ago
2024-05-29 11:33pm
v5
· 7 months ago
2024-05-29 5:31pm
v4
· 7 months ago
2024-05-27 2:17am
v3
· 7 months ago
2024-05-26 11:26pm
v2
· 7 months ago
2024-05-20 12:30pm
v1
· 7 months ago
v12
2024-06-03 11:59am
Generated on Jun 3, 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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1141 Total Images
View All Images
Dataset Split
Train Set 84%
963Images
Valid Set 8%
90Images
Test Set 8%
88Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x480
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Exposure: Between -30% and +30%
Bounding Box: Brightness: Between -20% and +20%
Bounding Box: Blur: Up to 2.5px
Bounding Box: Noise: Up to 0.1% of pixels