Dataset Versions
Versions
2023-07-20 8:48am
v14
· a year ago
2023-07-20 8:34am
v13
· a year ago
2023-06-16 4:12pm
v12
· a year ago
2023-06-09 4:09pm
v11
· a year ago
2023-06-09 12:32pm
v10
· a year ago
2023-06-07 3:35pm
v9
· a year ago
2023-06-07 12:27pm
v8
· a year ago
2023-06-07 12:23pm
v7
· a year ago
2023-06-06 5:10pm
v6
· a year ago
2023-06-06 3:11pm
v5
· a year ago
2023-06-06 3:08pm
v4
· a year ago
2023-06-06 2:51pm
v3
· a year ago
2023-06-06 2:47pm
v2
· a year ago
2023-06-05 5:01pm
v1
· a year ago
v12
2023-06-16 4:12pm
Generated on Jun 16, 2023
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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6154 Total Images
View All Images
Dataset Split
Train Set 82%
5016Images
Valid Set 18%
1138Images
Test Set %
0Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 1 remapped, 0 dropped
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 3
Rotation: Between -30° and +30°
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 30% of images
Noise: Up to 5% of pixels
Cutout: 10 boxes with 10% size each