Dataset Versions
Versions
2023-02-13 10:43am
v10
· 2 years ago
2023-02-11 12:16pm
v9
· 2 years ago
Angle_BoxBlur
v8
· 2 years ago
Angle_Exposure
v7
· 2 years ago
Angle_Brightness
v6
· 2 years ago
Angle_Rotation
v5
· 2 years ago
Angle_Noise
v4
· 2 years ago
Angle_Blur
v3
· 2 years ago
Angle_Shear
v2
· 2 years ago
Angle_noAugment
v1
· 2 years ago
v9
2023-02-11 12:16pm
Generated on Feb 11, 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.
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4800 Total Images
View All Images
Dataset Split
Train Set 88%
4200Images
Valid Set 6%
300Images
Test Set 6%
300Images
Preprocessing
Resize: Stretch to 416x416
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 3px