AULIBDIS U2 V2 Dataset
Versions
2023-03-17 9:32am
v10
· a year ago
2023-03-16 2:45pm
v9
· a year ago
2023-03-14 3:28pm
v8
· a year ago
2023-03-10 2:53pm
v7
· a year ago
2023-03-10 2:25pm
v6
· a year ago
2023-03-08 3:19pm
v5
· 2 years ago
2023-03-07 12:39pm
v4
· 2 years ago
2023-02-23 2:06pm
v3
· 2 years ago
2023-02-23 10:04am
v2
· 2 years ago
v10
2023-03-17 9:32am
Generated on Mar 17, 2023
Popular Download Formats
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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368 Total Images
View All Images
Dataset Split
Train Set 86%
316Images
Valid Set 8%
28Images
Test Set 7%
24Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
Grayscale: Apply to 25% of images
Blur: Up to 10px
Bounding Box: Brightness: Between -77% and +77%
Bounding Box: Exposure: Between -99% and +99%
Bounding Box: Blur: Up to 10px