ipb

Weed Maize Detection-2

Object Detection

Weed Maize Detection-2 Image Dataset

v8

2023-05-22 8:01pm

Generated on May 22, 2023

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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 70%
2565Images
Valid Set 21%
770Images
Test Set 9%
343Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Hue: Between -15° and +15°
Brightness: Between -25% and +25%