Dataset Versions
Versions
2023-08-17 9:28am
v14
· a year ago
2023-07-12 2:39pm
v13
· a year ago
2023-07-05 7:14am
v12
· a year ago
2023-07-04 10:00am
v11
· a year ago
2023-07-04 8:02am
v10
· a year ago
2023-07-03 11:49am
v9
· a year ago
2023-07-03 7:38am
v8
· a year ago
2023-06-30 5:44pm
v7
· a year ago
2023-06-30 9:36am
v6
· a year ago
2023-06-28 4:17pm
v5
· a year ago
2023-06-28 4:10pm
v4
· a year ago
2023-06-27 5:33pm
v3
· a year ago
2023-06-27 5:30pm
v2
· a year ago
2023-06-27 5:19pm
v1
· a year ago
v10
2023-07-04 8:02am
Generated on Jul 4, 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.
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Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x360
Modify Classes: 0 remapped, 5 dropped
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Saturation: Between -30% and +30%
Exposure: Between -8% and +8%
Blur: Up to 1.25px
Noise: Up to 2% of pixels
Mosaic: Applied