Dataset Versions
Versions
2024-09-02 11:55am
v14
· 3 months ago
2024-02-05 12:03am
v13
· 9 months ago
2024-02-04 11:50pm
v12
· 9 months ago
2024-02-04 11:42pm
v10
· 9 months ago
2024-02-04 10:46pm
v8
· 9 months ago
2024-02-04 10:22pm
v6
· 9 months ago
2024-02-04 12:41am
v5
· 9 months ago
2024-02-02 9:40pm
v4
· 10 months ago
2024-02-01 10:20pm
v3
· 10 months ago
2023-12-31 12:26pm
v2
· a year ago
2023-12-30 10:53pm
v1
· a year ago
v2
2023-12-31 12:26pm
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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3261 Total Images
View All Images
Dataset Split
Train Set 87%
2853Images
Valid Set 8%
272Images
Test Set 4%
136Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 320x320
Modify Classes: 4 remapped, 0 dropped
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Saturation: Between -25% and +25%
Exposure: Between -10% and +10%