idd

idd_project

Object Detection

idd_project Image Dataset

v4

rider_aug_01

Generated on Dec 28, 2022

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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 70%
6691Images
Valid Set 20%
1912Images
Test Set 10%
956Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x480
Modify Classes: 0 remapped, 14 dropped

Augmentations

No augmentations were applied.

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