Dataset Versions
Versions
only_rotation_640
v13
· 2 years ago
only_flip_640
v12
· 2 years ago
only_noise640
v11
· 2 years ago
others_AUG_640
v10
· 2 years ago
flip-rotation-640-640
v9
· 2 years ago
cutmix_noise_640
v8
· 2 years ago
only_mosic_640-640
v7
· 2 years ago
mosic_others
v6
· 3 years ago
img_mosic
v4
· 3 years ago
img_rotation
v3
· 3 years ago
img_flip
v2
· 3 years ago
basic
v1
· 3 years ago
v6
mosic_others
Generated on Jun 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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3168 Total Images
View All Images
Dataset Split
Train Set 87%
2763Images
Valid Set 8%
250Images
Test Set 5%
155Images
Preprocessing
Modify Classes: 0 remapped, 0 dropped
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Cutout: 3 boxes with 10% size each
Mosaic: Applied
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise