Dataset Versions
Versions
data_blurBB
v19
· 3 years ago
data_noise
v18
· 3 years ago
data_blur
v17
· 3 years ago
data_flip
v16
· 3 years ago
data_saturation
v15
· 3 years ago
data_hue
v14
· 3 years ago
data_grayscale
v13
· 3 years ago
data_exposure
v12
· 3 years ago
data_brightness
v11
· 3 years ago
data_rotate
v10
· 3 years ago
data_crop
v9
· 3 years ago
v19
data_blurBB
Generated on Mar 22, 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.
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193 Total Images
View All Images
Dataset Split
Train Set 87%
168Images
Valid Set 8%
15Images
Test Set 5%
10Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 1280x1280
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Bounding Box: Blur: Up to 2px