omarkapur@berkeley.edu

livestalk

Object Detection

livestalk Image Dataset

v11

720-v2-111121

Generated on Nov 12, 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 63%
629Images
Valid Set 19%
192Images
Test Set 18%
179Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 720x720
Filter Null: Require at least 95% of images to contain annotations.

Augmentations

No augmentations were applied.