Dataset Versions
Versions
2024-02-02 1:41pm
v16
· 10 months ago
2024-02-01 4:33pm
v15
· 10 months ago
2024-01-29 9:57am
v14
· 10 months ago
2024-01-25 4:20pm
v13
· 10 months ago
2024-01-25 4:11pm
v12
· 10 months ago
2024-01-24 2:23pm
v7
· 10 months ago
2024-01-24 1:25pm
v6
· 10 months ago
2024-01-23 5:11pm
v5
· 10 months ago
2024-01-22 4:11pm
v3
· 10 months ago
2024-01-22 3:41pm
v2
· 10 months ago
2024-01-18 10:40am
v1
· 10 months ago
v2
2024-01-22 3:41pm
Generated on Jan 22, 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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5495 Total Images
View All Images
Dataset Split
Train Set 88%
4821Images
Valid Set 8%
454Images
Test Set 4%
220Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
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
Saturation: Between -10% and +10%
Brightness: Between -20% and +20%
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Noise: Up to 0.93% of pixels