Dataset Versions
Versions
MOSAIC_HD
v15
· 3 years ago
ROT_90_HD
v14
· 3 years ago
VER_FLIP_HD
v13
· 3 years ago
SHEAR_15_HD
v12
· 3 years ago
HOR_FLIP_HD
v11
· 3 years ago
ROT_30_HD
v10
· 3 years ago
NOISE_5_HD
v9
· 3 years ago
BLUR_5_HD
v8
· 3 years ago
GREYSCALE_25_HD
v7
· 3 years ago
EXPONSURE_25_HD
v6
· 3 years ago
SAT_40_HD
v5
· 3 years ago
HUE_40_HD
v4
· 3 years ago
BRIGHTNESS_25_HD
v3
· 3 years ago
CUT_OUT_7_5-_HD
v2
· 3 years ago
CROP_40_HD
v1
· 3 years ago
v2
CUT_OUT_7_5-_HD
Generated on Feb 28, 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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720 Total Images
View All Images
Dataset Split
Train Set 100%
720Images
Valid Set %
0Images
Test Set %
0Images
Preprocessing
Auto-Orient: Applied
Augmentations
Outputs per training example: 3
Cutout: 7 boxes with 5% size each