Dataset Versions
Versions
2022-08-16 1:21pm
v13
· 2 years ago
2022-08-16 1:09pm
v12
· 2 years ago
2022-08-16 12:51pm
v11
· 2 years ago
2022-08-16 12:51pm
v10
· 2 years ago
2022-08-16 12:47pm
v9
· 2 years ago
2022-08-15 5:40pm
v8
· 2 years ago
2022-08-15 5:34pm
v7
· 2 years ago
2022-08-15 5:32pm
v6
· 2 years ago
2022-08-15 5:28pm
v5
· 2 years ago
2022-08-15 5:21pm
v4
· 2 years ago
2022-08-15 5:11pm
v3
· 2 years ago
2022-08-15 4:28pm
v2
· 2 years ago
2022-08-15 4:08pm
v1
· 2 years ago
v12
2022-08-16 1:09pm
Generated on Aug 16, 2022
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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1195 Total Images
View All Images
Dataset Split
Train Set 82%
984Images
Valid Set 12%
141Images
Test Set 6%
70Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 2
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 30% Maximum Zoom
Rotation: Between -45° and +45°
Shear: ±45° Horizontal, ±25° Vertical
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Cutout: 25 boxes with 3% size each
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Bounding Box: Crop: 10% Minimum Zoom, 25% Maximum Zoom
Bounding Box: Rotation: Between -45° and +45°
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical