Atatrk niversitesi

insan_algilama

Object Detection

insan_algilama Image Dataset

v1

2023-10-23 6:39am

Generated on Oct 23, 2023

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Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
PaliGemma
PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.
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Dataset Split

Train Set 86%
303Images
Valid Set 10%
34Images
Test Set 4%
15Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -28° and +28°
Shear: ±31° Horizontal, ±28° Vertical
Blur: Up to 2.5px
Noise: Up to 5% of pixels
Cutout: 20 boxes with 16% size each
Mosaic: Applied
Bounding Box: Flip: Horizontal