Otavio Souza

person_topv2

Object Detection

person_topv2 Image Dataset

v1

2022-03-29 11:02pm

Generated on Mar 30, 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 88%
8637Images
Valid Set 8%
821Images
Test Set 4%
410Images

Preprocessing

Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Crop: 20% Minimum Zoom, 70% Maximum Zoom
Brightness: Between -49% and +49%
Exposure: Between -12% and +12%