pitavision

final_data

Object Detection

final_data Image Dataset

v5

2023-06-04 12:25am

Generated on Jun 3, 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.
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Dataset Split

Train Set 90%
5709Images
Valid Set 10%
628Images
Test Set 1%
40Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3
Brightness: Between -34% and +34%
Blur: Up to 2px
Bounding Box: Shear: ±8° Horizontal, ±8° Vertical