Dataset Versions
Versions
As5V19-2022-03-18 1:53pm
v19
· 3 years ago
As5V18-2022-03-18 12:27pm
v18
· 3 years ago
As5V17-2022-03-18 11:29am
v17
· 3 years ago
As5V16-2022-03-17 2:51pm
v16
· 3 years ago
As514-asOriginal-2022-03-17 1:12pm
v14
· 3 years ago
As5V13-2022-03-16 4:10pm
v13
· 3 years ago
As5V12-2022-03-16 3:50pm
v12
· 3 years ago
As5V09-2022-03-15 11:30pm
v9
· 3 years ago
As5V05-2022-03-15 8:27pm
v5
· 3 years ago
As5V03-UniLab-2022-03-15 2:35pm
v3
· 3 years ago
As5V02-2022-03-15 12:29pm
v2
· 3 years ago
As5V01-test-2022-03-12 5:50pm
v1
· 3 years ago
v2
As5V02-2022-03-15 12:29pm
Generated on Mar 15, 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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2562 Total Images
View All Images
Dataset Split
Train Set 91%
2322Images
Valid Set 6%
150Images
Test Set 4%
90Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 960x960
Tile: 2 rows x 3 columns
Filter Null: Require at least 50% of images to contain annotations.
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Exposure: Between -9% and +9%