Dataset Versions
Versions
2024-10-03 7:58am
v27
· 3 months ago
2024-09-29 12:38pm
v26
· 3 months ago
2024-09-29 12:23pm
v25
· 3 months ago
2024-09-11 8:23am
v24
· 4 months ago
2024-09-04 5:06pm
v23
· 4 months ago
2024-09-04 5:03pm
v22
· 4 months ago
2024-01-02 12:01pm
v21
· a year ago
2024-01-02 11:10am
v20
· a year ago
2024-01-02 10:44am
v19
· a year ago
2023-12-31 7:21pm
v18
· a year ago
2023-12-31 4:38pm
v17
· a year ago
2023-12-30 9:20am
v16
· a year ago
2023-10-26 1:51pm
v7
· a year ago
2023-10-26 1:36pm
v6
· a year ago
2023-10-25 2:05pm
v4
· a year ago
2023-10-21 7:46pm
v3
· a year ago
2023-10-21 6:02pm
v2
· a year ago
2023-10-10 2:06pm
v1
· a year ago
v17
2023-12-31 4:38pm
Generated on Dec 31, 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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Preprocessing
Auto-Orient: Applied
Isolate Objects: Applied
Resize: Fill (with center crop) in 1080x1080
Modify Classes: 4 remapped, 0 dropped
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -15% and +15%
Blur: Up to 1.5px
Mosaic: Applied