UML SD Dataset
Versions
2023-12-16 11:37pm
v9
· 9 months ago
2023-12-12 1:35am
v8
· 10 months ago
2023-12-11 11:35pm
v7
· 10 months ago
2023-12-11 11:33pm
v6
· 10 months ago
2023-12-11 11:22pm
v5
· 10 months ago
2023-12-03 6:43pm
v4
· 10 months ago
2023-11-13 7:24pm
v3
· a year ago
2023-11-13 4:42pm
v2
· a year ago
2023-11-12 10:47pm
v1
· a year ago
v7
2023-12-11 11:35pm
Generated on Dec 11, 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.
Other Formats
Choose another format.
1855 Total Images
View All Images
Dataset Split
Train Set 97%
1800Images
Valid Set 2%
35Images
Test Set 1%
20Images
Preprocessing
Resize: Fit within 640x640
Grayscale: Applied
Modify Classes: 0 remapped, 1 dropped
Augmentations
Outputs per training example: 3
Exposure: Between -15% and +15%
Blur: Up to 2px
Noise: Up to 2% of pixels