Yadhu Krishnan K A

Pineapple new

Object Detection

Pineapple new Image Dataset

v1

pinnnnnnn

Generated on May 31, 2022

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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 88%
7797Images
Valid Set 8%
736Images
Test Set 4%
374Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Brightness: Between -25% and +25%
Noise: Up to 5% of pixels
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3999 images
Pineapple-Diseases
350 images
Pineapple-Diseases
350 images
pineapple-rMp2
908 images