Dataset Versions
Versions
2022-06-22 9:31am
v23
· 2 years ago
noise_rotate_brightness
v21
· 2 years ago
noise
v20
· 2 years ago
blur
v19
· 2 years ago
expose
v18
· 2 years ago
brightness
v17
· 2 years ago
saturation
v16
· 2 years ago
shear
v15
· 2 years ago
rotate
v14
· 2 years ago
90
v13
· 2 years ago
Flip
v12
· 2 years ago
v20
noise
Generated on Jun 12, 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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973 Total Images
View All Images
Dataset Split
Train Set 88%
852Images
Valid Set 8%
81Images
Test Set 4%
40Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Augmentations
Outputs per training example: 3
Noise: Up to 5% of pixels