Dataset Versions
Versions
2022-05-30 7:32am
v11
· 3 years ago
2022-05-24 8:59am
v8
· 3 years ago
resize
v7
· 3 years ago
datapreprossing
v6
· 3 years ago
data_preprossing and augmantation
v5
· 3 years ago
2022-05-11 5:52pm
v4
· 3 years ago
2022-05-11 7:52am
v3
· 3 years ago
2022-05-11 7:50am
v2
· 3 years ago
2022-05-08 5:35am
v1
· 3 years ago
v5
data_preprossing and augmantation
Generated on May 23, 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.
Other Formats
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9968 Total Images
View All Images
Dataset Split
Train Set 86%
8565Images
Valid Set 9%
944Images
Test Set 5%
459Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 400x600
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 33% Maximum Zoom
Rotation: Between -22° and +22°
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise
Bounding Box: Rotation: Between -20° and +20°