Dataset Versions
Versions
2024-06-08 12:43pm
v17
· 6 months ago
2024-05-28 2:44pm
v16
· 7 months ago
main_dataset_vX
v15
· 7 months ago
2024-05-15 8:54am
v14
· 7 months ago
2024-04-29 4:59pm
v11
· 8 months ago
2024-04-18 7:24am
v10
· 8 months ago
2024-04-18 5:45am
v8
· 8 months ago
2024-04-17 9:53am
v7
· 8 months ago
2024-04-16 10:34am
v6
· 8 months ago
v17
2024-06-08 12:43pm
Generated on Jun 8, 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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746 Total Images
View All Images
Dataset Split
Train Set 93%
696Images
Valid Set 5%
34Images
Test Set 2%
16Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -10° and +10°
Shear: ±13° Horizontal, ±13° Vertical
Brightness: Between -21% and +21%
Exposure: Between -15% and +15%
Blur: Up to 2.5px
Noise: Up to 1.61% of pixels