Luiss

Minha Casa

Object Detection

Minha Casa Image Dataset

v11

2023-09-29 8:53pm

Generated on Sep 29, 2023

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 70%
965Images
Valid Set 20%
272Images
Test Set 10%
134Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 23 remapped, 18 dropped
Filter Null: Require at least 90% of images to contain annotations.

Augmentations

No augmentations were applied.