Dataset Versions
Versions
2023-08-28 9:05am
v11
· a year ago
2023-08-17 1:55pm
v10
· a year ago
2023-08-16 1:35pm
v9
· a year ago
2023-08-16 1:32pm
v8
· a year ago
2023-08-04 1:45pm
v7
· a year ago
512_NULL_EXP_ROT_BRIGHT
v6
· a year ago
2023-08-03 12:06pm
v5
· a year ago
512__NULL_NULL_V2
v4
· a year ago
512_NULL_EXP-ROT-BRIGHT
v3
· a year ago
512_NULL_NULL
v2
· a year ago
520_NULL_NULL
v1
· a year ago
v9
2023-08-16 1:35pm
Generated on Aug 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
Choose another format.
2944 Total Images
View All Images
Dataset Split
Train Set 92%
2715Images
Valid Set 5%
145Images
Test Set 3%
84Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 512x512
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Brightness: Between -9% and +9%
Exposure: Between -12% and +12%
Blur: Up to 1px
Noise: Up to 2% of pixels