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bisindo semhas public data

Object Detection

bisindo semhas public data Image Dataset

v1

2024-06-27 6:16am

Generated on Jun 27, 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 90%
4136Images
Valid Set 9%
406Images
Test Set 1%
49Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 2
Grayscale: Apply to 10% of images
Brightness: Between -10% and +10%
Exposure: Between -10% and +10%
Blur: Up to 1.1px