Dataset Versions
Versions
2024-07-29 5:08pm
v10
· 4 months ago
2024-01-28 1:38am
v9
· 10 months ago
2024-01-22 12:39am
v8
· 10 months ago
2024-01-18 3:36pm
v7
· a year ago
2024-01-18 12:03am
v6
· a year ago
2024-01-17 3:52pm
v4
· a year ago
2024-01-17 12:35pm
v3
· a year ago
2024-01-16 4:24pm
v2
· a year ago
2024-01-15 7:42pm
v1
· a year ago
v10
2024-07-29 5:08pm
Generated on Jul 29, 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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3847 Total Images
View All Images
Dataset Split
Train Set 88%
3368Images
Valid Set 8%
318Images
Test Set 4%
161Images
Preprocessing
Resize: Stretch to 1024x1024
Grayscale: Applied
Filter Null: Require at least 95% of images to contain annotations.
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -45° and +45°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%