MIDVI2023

projetAV

Object Detection

projetAV Image Dataset

v1

2023-01-31 10:46pm

Generated on Jan 31, 2023

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 82%
1314Images
Valid Set 9%
146Images
Test Set 9%
147Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 160x160
Modify Classes: 0 remapped, 6 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal
Bounding Box: Noise: Up to 5% of pixels

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