Technion

Basket recognition

Object Detection

Basket recognition Image Dataset

v5

2023-06-05 10:29am

Generated on Jun 5, 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 87%
1359Images
Valid Set 8%
120Images
Test Set 5%
83Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3
Flip: Horizontal
Hue: Between -19° and +19°
Noise: Up to 1% of pixels