Ivan Stoykov

TOP 2021 with Shapes

Object Detection

TOP 2021 with Shapes Image Dataset

v1

metal

Generated on Dec 6, 2021

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 70%
19429Images
Valid Set 20%
5548Images
Test Set 10%
2776Images

Preprocessing

Auto-Orient: Applied
Modify Classes: 0 remapped, 2 dropped

Augmentations

No augmentations were applied.