Facemask Types

Finalsss

Object Detection

Finalsss Image Dataset

v1

FMTD

Generated on Jan 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.
Other Formats
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Dataset Split

Train Set 87%
3413Images
Valid Set 8%
329Images
Test Set 4%
164Images

Preprocessing

Resize: Fit (black edges) in 416x416

Augmentations

Outputs per training example: 3
Grayscale: Apply to 27% of images
Exposure: Between -25% and +25%