Guilherme Bonini

toothpicks

Object Detection

toothpicks Image Dataset

v9

2021-10-18 1:18pm-max_v1

Generated on Oct 18, 2021

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 96%
7231Images
Valid Set 3%
245Images
Test Set 1%
38Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 600x600
Auto-Adjust Contrast: Using Contrast Stretching

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°