Dataset Versions
Versions
2024-08-16 3:40am
v15
· 4 months ago
2024-02-09 11:57am
v14
· 10 months ago
2023-12-26 12:18pm
v13
· a year ago
2023-11-30 11:02am
v12
· a year ago
2023-06-20 9:42am
v11
· 2 years ago
NO-Augmentation-V10
v10
· 2 years ago
2023-05-15 10:44am
v9
· 2 years ago
2023-05-15 10:29am
v8
· 2 years ago
2023-05-14 9:39am
v7
· 2 years ago
2023-05-08 4:01pm
v6
· 2 years ago
2023-03-31 4:04pm
v5
· 2 years ago
2023-03-31 4:00pm
v4
· 2 years ago
2023-03-24 2:55pm
v3
· 2 years ago
2023-03-14 2:51pm
v2
· 2 years ago
2023-03-02 4:59pm
v1
· 2 years ago
v15
2024-08-16 3:40am
Generated on Aug 16, 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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4735 Total Images
View All Images
Dataset Split
Train Set 86%
4092Images
Valid Set 9%
422Images
Test Set 5%
221Images
Preprocessing
Auto-Orient: Applied
Augmentations
Outputs per training example: 3
Flip: Horizontal
Rotation: Between -14° and +14°
Saturation: Between -14% and +14%
Exposure: Between -15% and +15%
Noise: Up to 0.5% of pixels
Cutout: 3 boxes with 15% size each
Mosaic: Applied