VITAP UNIVERSITY

chilli

Object Detection

chilli Image Dataset

v3

2024-02-12 3:32pm

Generated on Feb 12, 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.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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Dataset Split

Train Set 67%
257Images
Valid Set 21%
81Images
Test Set 11%
43Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Diseases-6Y7l
218 images
LEAF-CLASSES
572 images
DISEASES-CLASSES
572 images
chilli-TCC3
518 images