universty

soil analysis

Object Detection

soil analysis Image Dataset

v2

resnet34

Generated on Jun 26, 2022

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 71%
290Images
Valid Set 20%
82Images
Test Set 9%
39Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

No augmentations were applied.