UNITEC

Fase

Object Detection

Fase Image Dataset

v3

2023-09-02 10:39pm

Generated on Sep 3, 2023

Popular Download Formats

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.
Other Formats
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Dataset Split

Train Set 82%
2068Images
Valid Set 11%
286Images
Test Set 7%
173Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Exposure: Between -15% and +15%
Blur: Up to 1.5px
PetriDish
1149 images
PetriDish
1150 images
PetriDish
1150 images
PetriDish
1150 images
PetriDish
1150 images