Dataset Versions
Versions
2024-11-06 1:15pm
v13
· a day ago
2024-11-06 9:59am
v12
· a day ago
2024-11-05 5:02pm
v11
· 2 days ago
2024-11-05 2:10pm
v10
· 2 days ago
2024-11-05 8:52am
v9
· 2 days ago
2024-11-04 10:07am
v8
· 3 days ago
2024-11-04 7:43am
v7
· 4 days ago
2024-11-02 3:18pm
v6
· 5 days ago
2024-11-02 1:46pm
v5
· 5 days ago
2024-11-02 10:23am
v4
· 5 days ago
2024-11-02 8:08am
v3
· 6 days ago
2024-11-02 5:32am
v2
· 6 days ago
2024-10-31 10:41am
v1
· 7 days ago
v13
2024-11-06 1:15pm
Generated on Nov 6, 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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3451 Total Images
View All Images
Dataset Split
Train Set 90%
3114Images
Valid Set 6%
203Images
Test Set 4%
134Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Rotation: Between -15° and +15°
Brightness: Between -15% and +15%
Bounding Box: Shear: ±10° Horizontal, ±10° Vertical
Bounding Box: Exposure: Between -10% and +10%
Bounding Box: Blur: Up to 2.5px
Bounding Box: Noise: Up to 0.1% of pixels