Singapore Polytechnic

Yolo Attempt

Object Detection

Yolo Attempt Image Dataset

v1

2023-11-08 4:38pm

Generated on Nov 8, 2023

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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 88%
60Images
Valid Set 7%
5Images
Test Set 4%
3Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Shear: ±32° Horizontal, ±29° Vertical
Brightness: Between -36% and +36%
Blur: Up to 9px
Noise: Up to 9% of pixels
Mosaic: Applied