Adir Hilali

options

Object Detection

options Image Dataset

v8

2021-12-13 12:20am

Generated on Dec 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.
Other Formats
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Dataset Split

Train Set 63%
60Images
Valid Set 26%
25Images
Test Set 11%
11Images

Preprocessing

Resize: Stretch to 416x416
Tile: 2 rows x 2 columns
Filter Null: Require at least 30% of images to contain annotations.

Augmentations

No augmentations were applied.