ComputerVision

SHEL5K_3labels

Object Detection

SHEL5K_3labels Image Dataset

v2

2024-03-28 1:48pm

Generated on Mar 28, 2024

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 80%
3999Images
Valid Set 15%
750Images
Test Set 5%
250Images

Preprocessing

Resize: Stretch to 640x640
Modify Classes: 0 remapped, 0 dropped
Filter Null: Require all images to contain annotations.

Augmentations

No augmentations were applied.