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11111

Object Detection

11111 Image Dataset

v4

2023-04-12 11:08am

Generated on Apr 12, 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 87%
3232Images
Valid Set 9%
347Images
Test Set 3%
116Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 7 remapped, 1 dropped
Filter Null: Require at least 85% of images to contain annotations.

Augmentations

No augmentations were applied.
Bags
2292 images
person-bag-backpack
2092 images
handbag-backpack-suitcase-bag
535 images