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Parasitas 2.0

Object Detection

Parasitas 2.0 Image Dataset

Versions
V.2.0
v26
Jun 24, 2022
V.1.0
v25
Jun 24, 2022
Versao 6.0
v13
Jun 14, 2022
Versao 5.0
v11
Jun 13, 2022
Versao 4.0
v3
Apr 29, 2022
v3

Versao 4.0

Generated on Apr 29, 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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21816 Total Images

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Dataset Split

Train Set 92%
20100Images
Valid Set 8%
1716Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Tile: 2 rows x 2 columns

Augmentations

Outputs per training example: 3
Grayscale: Apply to 100% of images
Mosaic: Applied
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise
Bounding Box: Crop: 0% Minimum Zoom, 20% Maximum Zoom