HelloWorld

Expend Machine

Object Detection

Expend Machine Image Dataset

v6

2022-12-20 11:08pm

Generated on Dec 21, 2022

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 73%
414Images
Valid Set 22%
122Images
Test Set 5%
28Images

Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied
Auto-Adjust Contrast: Using Contrast Stretching

Augmentations

Outputs per training example: 3
Blur: Up to 1.25px
Bounding Box: Flip: Horizontal, Vertical