DuyNT.FU

DataDT_Test

Object Detection

DataDT_Test Image Dataset

v7

9

Generated on Apr 19, 2022

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 93%
2650Images
Valid Set 2%
64Images
Test Set 4%
123Images

Preprocessing

Auto-Orient: Applied
Modify Classes: 2 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Rotation: Between -1° and +1°
Saturation: Between -20% and +20%
Brightness: Between -3% and +3%