Dataset Versions
Versions
2024-07-23 6:20am
v15
· 5 months ago
2024-07-23 6:19am
v14
· 5 months ago
2024-07-23 6:10am
v13
· 5 months ago
2024-07-23 4:49am
v12
· 5 months ago
2024-07-04 11:34pm
v11
· 6 months ago
2024-07-04 11:16pm
v10
· 6 months ago
2024-07-04 9:47pm
v9
· 6 months ago
2024-07-04 9:45pm
v8
· 6 months ago
2024-07-04 6:29pm
v7
· 6 months ago
2024-07-04 6:22pm
v6
· 6 months ago
2024-07-04 6:58am
v5
· 6 months ago
2024-07-04 4:54am
v4
· 6 months ago
best results
v3
· 6 months ago
2024-07-03 2:50pm
v2
· 6 months ago
2024-07-03 2:43pm
v1
· 6 months ago
v15
2024-07-23 6:20am
Generated on Jul 23, 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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1052 Total Images
View All Images
Dataset Split
Train Set 93%
975Images
Valid Set 4%
45Images
Test Set 3%
32Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Grayscale: Apply to 15% of images
Brightness: Between -25% and +25%
Exposure: Between -12% and +12%
Noise: Up to 0.85% of pixels
Cutout: 3 boxes with 9% size each
Bounding Box: Flip: Horizontal