Smudge Image Dataset
Versions
2022-10-16 1:05pm
v19
Oct 16, 2022
2022-07-13 2:24pm
v18
Jul 13, 2022
2022-07-13 2:09pm
v17
Jul 13, 2022
2022-07-13 12:11am
v16
Jul 12, 2022
2022-07-13 12:07am
v15
Jul 12, 2022
2022-07-08 7:06pm
v14
Jul 8, 2022
2022-07-04 4:46pm
v13
Jul 4, 2022
2022-06-12 3:25pm
v11
Jun 12, 2022
2022-06-11 11:58pm
v10
Jun 11, 2022
2022-06-11 11:07pm
v8
Jun 11, 2022
2022-06-11 4:13pm
v7
Jun 11, 2022
so far the best version
v4
Jun 10, 2022
v15
2022-07-13 12:07am
Generated on Jul 12, 2022
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.
1933 Total Images
View All Images
Dataset Split
Train Set 85%
1647Images
Valid Set 14%
274Images
Test Set 1%
12Images
Preprocessing
Auto-Orient: Applied
Resize: Fit (black edges) in 1024x1024
Auto-Adjust Contrast: Using Histogram Equalization
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Brightness: Between -25% and +25%
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