Aliprojects

Adel Kalemcilik Ürün Tanıma

Object Detection

Adel Kalemcilik Ürün Tanıma Image Dataset

v1

2024-04-19 6:10am

Generated on Apr 19, 2024

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 88%
45Images
Valid Set 8%
4Images
Test Set 4%
2Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization

Augmentations

Outputs per training example: 3
Flip: Vertical
Rotation: Between -15° and +15°
Shear: ±11° Horizontal, ±0° Vertical
Brightness: Between -23% and +23%
Blur: Up to 2.2px