Niall McLachlan

myObjects

Object Detection

myObjects Image Dataset

v1

2021-10-12 9:18pm

Generated on Oct 12, 2021

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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%
2488Images
Valid Set 20%
711Images
Test Set 10%
355Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

No augmentations were applied.
tomato-egg-apple-orange-cake
1454 images
Objects
5684 images
food-items
5611 images
food-classes
5612 images