evilgenius

gui_buttons

Object Detection

gui_buttons Image Dataset

v2

2024-01-15 11:39am

Generated on Jan 15, 2024

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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 75%
3Images
Valid Set 25%
1Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Applied
90° Rotate: Applied
Crop: 0% Minimum Zoom, 0% Maximum Zoom
Rotation: Between -0° and +0°
Shear: ±0° Horizontal, ±0° Vertical
Grayscale: Apply to 0% of images
Hue: Between -0° and +0°
Saturation: Between -0% and +0%
Brightness: Between 0% and +0%
Exposure: Between -0% and +0%
Blur: Up to 0px
Noise: Up to 0.1% of pixels
Cutout: 1 boxes with 0% size each