oguz Image Dataset
Versions!
2023-08-31 3:49pm
v12
· 10 months ago
8084
2023-08-31 2:26am
v11
· 10 months ago
8084
640x640
Stretch to
nonagmuntjustgraysc
v9
· 10 months ago
4666
2023-08-21 2:03pm
v7
· 10 months ago
8084
640x640
Stretch to
2023-08-19 7:12pm
v6
· 10 months ago
8084
640x640
Stretch to
2023-08-19 6:07pm
v5
· 10 months ago
5459
2023-08-16 11:26pm
v1
· 10 months ago
672
v12
2023-08-31 3:49pm
Generated on Aug 31, 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.
8084 Total Images
View All Images
Dataset Split
Train Set 81%
6579Images
Valid Set 12%
943Images
Test Set 7%
562Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Histogram Equalization
Modify Classes: 0 remapped, 1 dropped
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Grayscale: Apply to 25% of images
Brightness: Between -25% and +25%
Blur: Up to 2.5px
Noise: Up to 5% of pixels
Cutout: 3 boxes with 10% size each
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