Dataset Versions
Versions
2024-12-19 9:54am
v10
· 17 days ago
720p
v9
· 10 months ago
1080p
v8
· 10 months ago
2024-02-21 10:55am
v7
· 10 months ago
2023-12-07 11:23am
v6
· a year ago
2023-12-07 10:41am
v5
· a year ago
2023-12-07 10:39am
v4
· a year ago
2023-12-04 9:42am
v3
· a year ago
2023-11-30 11:56am
v2
· a year ago
2023-11-30 10:45am
v1
· a year ago
v10
2024-12-19 9:54am
Generated on Dec 19, 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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6238 Total Images
View All Images
Dataset Split
Train Set 80%
4983Images
Valid Set 10%
626Images
Test Set 10%
629Images
Preprocessing
Resize: Stretch to 300x300
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 15% Maximum Zoom
Grayscale: Apply to 25% of images
Hue: Between -15° and +15°
Brightness: Between -50% and +50%
Exposure: Between -25% and +25%
Noise: Up to 5% of pixels
Cutout: 3 boxes with 10% size each