abhi chimpanna

sec

Object Detection

sec Image Dataset

v1

2023-05-18 12:19am

Generated on May 17, 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.
CreateML JSON
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Dataset Split

Train Set 87%
774Images
Valid Set 8%
73Images
Test Set 4%
39Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 11% Maximum Zoom
Rotation: Between -15° and +15°
Grayscale: Apply to 61% of images
Saturation: Between -53% and +53%
Bounding Box: Noise: Up to 5% of pixels