UNITEC

Fase

Object Detection

Fase Image Dataset

v1

2023-08-29 11:48pm

Generated on Aug 30, 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 86%
2019Images
Valid Set 9%
220Images
Test Set 4%
100Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Exposure: Between -25% and +25%
PetriDish
999 images
PetriDish
999 images
PetriDish
1099 images
PetriDish
1099 images
PetriDish
1150 images