Aravind

BE project

Object Detection

BE project Image Dataset

v1

2024-01-26 6:35pm

Generated on Jan 26, 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 84%
2019Images
Valid Set 10%
251Images
Test Set 5%
125Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
plantDisease
10000 images
VKU
disease-on-leaves-of-plants
9900 images
plants-leaves-stems-branches
9347 images
painting-types
9900 images
plant-diseases
9901 images