datastet

Bitki Hastalıkları Tespiti

Object Detection

Bitki Hastalıkları Tespiti Image Dataset

v1

2024-01-14 11:22pm

Generated on Jan 14, 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%
1422Images
Valid Set 8%
131Images
Test Set 4%
69Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Grayscale: Apply to 15% of images
Blur: Up to 1.3px
Noise: Up to 0.1% of pixels