Dataset Versions
Versions
2024-02-21 2:48am
v16
· 10 months ago
2024-02-21 2:35am
v15
· 10 months ago
2024-02-13 9:46pm
v14
· a year ago
2024-01-15 10:53pm
v13
· a year ago
2023-09-20 8:52am
v12
· a year ago
2023-09-20 8:38am
v11
· a year ago
2023-09-19 11:42pm
v10
· a year ago
2023-09-19 10:14pm
v9
· a year ago
2023-09-18 1:53am
v8
· a year ago
2023-09-18 1:41am
v7
· a year ago
2023-09-04 7:24pm
v6
· a year ago
2023-07-11 10:42pm
v5
· a year ago
2023-06-28 4:11pm
v3
· 2 years ago
v7
2023-09-18 1:41am
Generated on Sep 18, 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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1430 Total Images
View All Images
Dataset Split
Train Set 92%
1320Images
Valid Set 4%
55Images
Test Set 4%
55Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Auto-Adjust Contrast: Using Histogram Equalization
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Grayscale: Apply to 50% of images
Hue: Between -45° and +45°
Saturation: Between -50% and +50%
Exposure: Between -12% and +12%
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: Rotation: Between -15° and +15°