Dataset Versions
Versions
2023-10-04 6:14am
v24
· a year ago
2023-08-18 2:47pm
v23
· a year ago
2023-08-17 11:09pm
v22
· a year ago
2023-08-17 2:42pm
v21
· a year ago
2023-08-17 12:21am
v20
· a year ago
2023-08-17 12:01am
v19
· a year ago
2023-08-16 6:37am
v18
· a year ago
2023-08-14 4:15pm
v17
· a year ago
2023-08-14 4:08pm
v16
· a year ago
2023-08-14 12:21pm
v15
· a year ago
2023-08-14 12:40am
v14
· a year ago
2023-08-03 9:20pm
v12
· a year ago
2023-08-03 5:33pm
v8
· a year ago
v16
2023-08-14 4:08pm
Generated on Aug 14, 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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3726 Total Images
View All Images
Dataset Split
Train Set 87%
3255Images
Valid Set 8%
316Images
Test Set 4%
155Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 0 remapped, 2 dropped
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 3
Grayscale: Apply to 50% of images
Saturation: Between -48% and +48%
Exposure: Between -21% and +21%
Noise: Up to 2% of pixels
Bounding Box: Flip: Horizontal