Adir Hilali

options

Object Detection

options Image Dataset

v12

2021-12-13 1:12pm

Generated on Dec 13, 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 68%
53Images
Valid Set 18%
14Images
Test Set 14%
11Images

Preprocessing

Resize: Fit (black edges) in 640x640
Tile: 3 rows x 2 columns
Filter Null: Require at least 55% of images to contain annotations.

Augmentations

No augmentations were applied.