TPU Team

TPU Project

Object Detection

TPU Project Image Dataset

v4

original files - unknown objects

Generated on Jun 7, 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 %
0Images
Valid Set 84%
558Images
Test Set 16%
105Images

Preprocessing

Modify Classes: 45 remapped, 38 dropped
Filter Null: Require all images to contain annotations.

Augmentations

No augmentations were applied.
medium-airspace-objects
4334 images
undefined-UAVs-birds
6230 images
undefined-UAVs-birds-FFiw-oGzX
6230 images
undefined-UAVs-birds-FFiw
6230 images
NB
airspace-objects-small
2739 images