bab

tadic

Object Detection

tadic Image Dataset

v4

2024-05-14 12:23am

Generated on May 13, 2024

Popular Download Formats

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
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
Other Formats
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Dataset Split

Train Set 88%
228Images
Valid Set 8%
22Images
Test Set 4%
10Images

Preprocessing

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Saturation: Between -30% and +30%
Brightness: Between -30% and +30%
Noise: Up to 0.1% of pixels

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