4a

4acontest

Object Detection

4acontest Image Dataset

v7

2023-05-03 6:26pm

Generated on May 3, 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.
Other Formats
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Dataset Split

Train Set 78%
3199Images
Valid Set 14%
591Images
Test Set 7%
296Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 640x640
Modify Classes: 22 remapped, 14 dropped

Augmentations

Outputs per training example: 1
Bounding Box: Blur: Up to 2.5px