ELTE

dummytest_sliced_960x1280_overlap_02_02_01

Object Detection

dummytest_sliced_960x1280_overlap_02_02_01 Image Dataset

v5

dummy_test_sliced_960x1280

Generated on Mar 16, 2024

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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.
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Dataset Split

Train Set 81%
1380Images
Valid Set 12%
211Images
Test Set 7%
113Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Hue: Between -34° and +34°
Saturation: Between -35% and +35%
Brightness: Between -19% and +19%
Exposure: Between -19% and +19%
Blur: Up to 2.7px
Noise: Up to 1.05% of pixels