Dataset Versions
Versions
2024-07-08 7:35pm
v17
· 4 months ago
2024-06-25 4:44pm
v16
· 5 months ago
2024-06-25 2:47pm
v15
· 5 months ago
2024-06-24 7:25pm
v14
· 5 months ago
2024-06-24 6:58pm
v13
· 5 months ago
2024-06-24 3:36pm
v12
· 5 months ago
2024-06-24 3:35pm
v11
· 5 months ago
2024-06-20 7:00pm
v8
· 5 months ago
2024-06-18 8:26pm
v7
· 5 months ago
2024-06-18 8:14pm
v6
· 5 months ago
2024-06-18 2:55pm
v5
· 5 months ago
2024-06-18 2:14pm
v4
· 5 months ago
2024-06-17 2:48pm
v3
· 5 months ago
2024-06-13 8:42pm
v2
· 5 months ago
2024-06-13 7:18pm
v1
· 5 months ago
v17
2024-07-08 7:35pm
Generated on Jul 8, 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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17464 Total Images
View All Images
Dataset Split
Train Set 88%
15312Images
Valid Set 8%
1448Images
Test Set 4%
704Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Tile: 2 rows x 2 columns
Augmentations
Outputs per training example: 3
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±14° Vertical
Exposure: Between -15% and +15%
Blur: Up to 1.2px
Noise: Up to 1.92% of pixels