explo1

see-sci

Object Detection

see-sci Image Dataset

v7

2022-05-31 tiling 3

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.
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Dataset Split

Train Set 83%
304Images
Valid Set 4%
16Images
Test Set 13%
48Images

Preprocessing

Auto-Orient: Applied
Tile: 2 rows x 2 columns
Modify Classes: 0 remapped, 2 dropped

Augmentations

Outputs per training example: 4
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -12° and +12°
microscope-objects
33 images
unamed
305 images
Microcystis
891 images
Zygotes
216 images
Diatoms-Rotifers
313 images