Dataset Versions
Versions
2024-07-18 9:20am
v19
· 4 months ago
2024-07-18 7:14am
v18
· 4 months ago
2024-07-18 7:05am
v17
· 4 months ago
2024-07-18 6:46am
v16
· 4 months ago
2024-07-01 10:55am
v15
· 5 months ago
2024-07-01 7:11am
v14
· 5 months ago
2024-07-01 7:07am
v13
· 5 months ago
2024-07-01 6:04am
v12
· 5 months ago
2024-06-28 10:16am
v11
· 5 months ago
2024-06-28 10:11am
v10
· 5 months ago
2024-06-28 4:30am
v9
· 5 months ago
2024-06-26 7:01am
v8
· 5 months ago
2024-06-25 4:55am
v7
· 5 months ago
2024-06-11 2:34pm
v6
· 5 months ago
2024-06-11 11:31am
v5
· 5 months ago
v12
2024-07-01 6:04am
Generated on Jul 1, 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
Choose another format.
2847 Total Images
View All Images
Dataset Split
Train Set 81%
2292Images
Valid Set 9%
254Images
Test Set 11%
301Images
Preprocessing
Auto-Orient: Applied
Resize: Fit within 480x480
Modify Classes: 14 remapped, 1 dropped
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 30% Maximum Zoom
Rotation: Between -13° and +13°
Shear: ±10° Horizontal, ±7° Vertical
Brightness: Between -18% and +18%
Blur: Up to 0.9px
Noise: Up to 1.51% of pixels