butiabots2022

Objects Lab

Object Detection

Objects Lab Image Dataset

v12

2023-10-01 7:15pm

Generated on Oct 1, 2023

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 71%
1368Images
Valid Set 20%
389Images
Test Set 9%
172Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 1 remapped, 9 dropped
Filter Null: Require at least 90% of images to contain annotations.

Augmentations

No augmentations were applied.
household-objects-household-items
5556 images
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gpgp
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