Dataset Versions
Versions
2024-07-19 8:28pm
v18
· 4 months ago
2024-07-09 5:01am
v17
· 4 months ago
2024-07-05 11:51pm
v12
· 5 months ago
2024-07-03 4:41am
v11
· 5 months ago
2024-07-03 12:03am
v10
· 5 months ago
2024-06-26 8:52pm
v9
· 5 months ago
2024-06-19 5:57pm
v8
· 5 months ago
2024-06-18 9:37pm
v7
· 5 months ago
2024-06-16 11:19pm
v6
· 5 months ago
2024-06-16 1:57pm
v5
· 5 months ago
2024-06-15 11:57pm
v4
· 5 months ago
2024-06-15 12:30am
v3
· 5 months ago
2024-06-14 5:37am
v2
· 5 months ago
2024-06-14 5:28am
v1
· 5 months ago
v18
2024-07-19 8:28pm
Generated on Jul 19, 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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5266 Total Images
View All Images
Dataset Split
Train Set 91%
4767Images
Valid Set 7%
347Images
Test Set 3%
152Images
Preprocessing
Auto-Orient: Applied
Resize: Fit within 640x640
Modify Classes: 0 remapped, 11 dropped
Augmentations
Outputs per training example: 3
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Grayscale: Apply to 15% of images
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Blur: Up to 2px
Noise: Up to 1.41% of pixels