Assan

isg2506

Object Detection

isg2506 Image Dataset

v1

2024-06-25 3:17pm

Generated on Jun 25, 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.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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Dataset Split

Train Set 88%
405Images
Valid Set %
0Images
Test Set 12%
57Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Saturation: Between -25% and +25%
Exposure: Between -10% and +10%
Bounding Box: Crop: 0% Minimum Zoom, 20% Maximum Zoom

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