TeamTamad

Suway

Object Detection

Suway Image Dataset

v2

2024-04-01 2:41pm

Generated on Apr 1, 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 89%
660Images
Valid Set 7%
50Images
Test Set 4%
30Images

Preprocessing

Auto-Orient: Applied
Auto-Adjust Contrast: Using Contrast Stretching

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Noise: Up to 0.54% of pixels
Crops-Tomato-Rice
300 images
crops
3342 images
Plant_Diseases-G0Im
933 images
Plant_Diseases
5964 images