UNITEC

Detección de Hojas

Object Detection

Detección de Hojas Image Dataset

v2

2023-11-01 1:45pm

Generated on Nov 1, 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.
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Dataset Split

Train Set 89%
132Images
Valid Set 9%
14Images
Test Set 1%
2Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Blur: Up to 2.5px
Cutout: 3 boxes with 16% size each
Bounding Box: Crop: 0% Minimum Zoom, 20% Maximum Zoom
Bounding Box: Brightness: Between -25% and +25%
Leafs-Fruits-Infection
60 images
Hojas-Dano-Uva-0xFc
40 images
Hojas-Dano-Uva
40 images
Hojas-Dano-Uva-0xFc-kVMd
40 images