gustavo martins

Rok|AI|Companion

Object Detection

Rok|AI|Companion Image Dataset

v15

2023-09-10 5:05pm

Generated on Sep 10, 2023

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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 94%
574Images
Valid Set 5%
33Images
Test Set 0%
1Images

Preprocessing

Resize: Stretch to 250x113

Augmentations

Outputs per training example: 3
Brightness: Between -25% and +25%