Masterproef

Insects

Object Detection

Insects Image Dataset

v1

first batch insects

Generated on Feb 14, 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 69%
3822Images
Valid Set 10%
553Images
Test Set 21%
1130Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

No augmentations were applied.
insects-and-flowers-HzpX
2989 images
insects-and-flowers
3387 images
insects-and-flowers-HodM
3197 images