omarkapur@berkeley.edu

livestalk

Object Detection

livestalk Image Dataset

v13

test

Generated on Nov 16, 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.
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Dataset Split

Train Set 61%
1508Images
Valid Set 19%
467Images
Test Set 20%
484Images

Preprocessing

Auto-Orient: Applied
Tile: 2 rows x 2 columns
Filter Null: Require at least 95% of images to contain annotations.

Augmentations

No augmentations were applied.