Machine Learning

Bounding Box - no roof

Object Detection

Bounding Box - no roof Image Dataset

v1

version-no_roof-no_rot-300

Generated on May 18, 2022

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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
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Dataset Split

Train Set 45%
135Images
Valid Set 45%
136Images
Test Set 10%
29Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416
Modify Classes: 0 remapped, 4 dropped
Filter Null: Require all images to contain annotations.

Augmentations

No augmentations were applied.