DTKeypoints

mini-construction

Object Detection

mini-construction Image Dataset

v15

2023-05-07 1:25pm

Generated on May 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 84%
243Images
Valid Set 8%
23Images
Test Set 8%
23Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Brightness: Between -18% and +18%
excavator-dumper-dozer-ecavator-dumper-dozer
185 images