Tamerlan Kabdolla

tp

Object Detection

tp Image Dataset

v3

2023-07-17 5:31pm

Generated on Jul 17, 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 80%
30309Images
Valid Set 20%
7589Images
Test Set %
0Images

Preprocessing

Isolate Objects: Applied

Augmentations

Outputs per training example: 3
Blur: Up to 2.5px
Cutout: 5 boxes with 14% size each