Dataset Versions
Versions
2024-04-18 12:04pm
v14
· 8 months ago
2024-04-17 8:32pm
v13
· 8 months ago
2024-04-17 2:12pm
v12
· 8 months ago
2024-04-12 11:56am
v11
· 9 months ago
2024-04-10 8:41pm
v10
· 9 months ago
2024-04-10 7:30pm
v9
· 9 months ago
2024-04-10 5:32pm
v7
· 9 months ago
2024-04-10 5:16pm
v6
· 9 months ago
2024-03-18 10:42am
v5
· 9 months ago
2024-02-27 5:02pm
v4
· 10 months ago
2024-02-26 8:43pm
v3
· 10 months ago
2024-02-26 3:33pm
v1
· 10 months ago
v6
2024-04-10 5:16pm
Generated on Apr 10, 2024
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
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 2
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Grayscale: Apply to 70% of images
Bounding Box: Brightness: Between -15% and +15%
Bounding Box: Exposure: Between -10% and +10%
Bounding Box: Blur: Up to 2.5px
Bounding Box: Noise: Up to 0.1% of pixels