Djay de Gier

Temnothorax

Object Detection

Temnothorax Image Dataset

v1

2023-09-27 9:41am

Generated on Sep 27, 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 70%
543Images
Valid Set 20%
158Images
Test Set 10%
79Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (reflect edges) in 640x640
Modify Classes: 8 remapped, 0 dropped
Filter Null: Require all images to contain annotations.

Augmentations

No augmentations were applied.