Dataset Versions
Versions
2021-10-22 12:00pm Cutout15-10
v8
· 3 years ago
2021-10-22 11:59am Noise15
v7
· 3 years ago
2021-10-22 11:58am Exposure20
v6
· 3 years ago
2021-10-22 11:54am Brightness
v5
· 3 years ago
2021-10-22 11:54am Saturation
v4
· 3 years ago
2021-10-22 11:53am Hue
v3
· 3 years ago
2021-10-22 11:53am Gray
v2
· 3 years ago
2021-10-22 11:52am Original
v1
· 3 years ago
v8
2021-10-22 12:00pm Cutout15-10
Generated on Oct 22, 2021
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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978 Total Images
View All Images
Dataset Split
Train Set 70%
686Images
Valid Set 20%
194Images
Test Set 10%
98Images
Preprocessing
No preprocessing steps were applied.
Augmentations
Outputs per training example: 1
Cutout: 10 boxes with 15% size each