050822Local Eitim Hazrlklar

05-08-22/cift iplik

Object Detection

05-08-22/cift iplik Image Dataset

v1

2022-08-05 4:19pm

Generated on Aug 5, 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.
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CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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Dataset Split

Train Set 88%
4725Images
Valid Set 8%
450Images
Test Set 4%
225Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Tile: 3 rows x 3 columns

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -8° and +8°
Brightness: Between -14% and +14%
Exposure: Between -4% and +4%
Blur: Up to 1px
Noise: Up to 1% of pixels