MDPSharedDataset

datasetv1

Object Detection

datasetv1 Image Dataset

v26

2023-09-11 12:39pm

Generated on Sep 11, 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%
9814Images
Valid Set 12%
1375Images
Test Set 6%
719Images

Preprocessing

Resize: Stretch to 800x800
Modify Classes: 31 remapped, 0 dropped

Augmentations

Outputs per training example: 2
Brightness: Between -30% and +30%
Blur: Up to 1.5px