ruescog@unirioja.es

practica2

Object Detection

practica2 Image Dataset

v1

practica2

Generated on Mar 18, 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 97%
441Images
Valid Set %
0Images
Test Set 3%
15Images

Preprocessing

Resize: Stretch to 256x256

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Noise: Up to 5% of pixels
Cutout: 3 boxes with 10% size each