TCC workspace

Implantes

Object Detection

Implantes Image Dataset

v1

2022-06-23 8:36pm

Generated on Jun 23, 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 97%
204Images
Valid Set 1%
3Images
Test Set 1%
3Images

Preprocessing

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

Augmentations

Outputs per training example: 3
Flip: Vertical
Saturation: Between -25% and +25%
Exposure: Between -25% and +25%