Panav

Final

Object Detection

Final Image Dataset

v6

2024-06-28 7:54am

Generated on Jun 28, 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.
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Dataset Split

Train Set 83%
11992Images
Valid Set 17%
2536Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 0 remapped, 9 dropped

Augmentations

Outputs per training example: 2
Grayscale: Apply to 22% of images
Blur: Up to 1.3px

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