Mike Robot

mathleaks_filtered

Object Detection

mathleaks_filtered Image Dataset

v1

yolo_dataset_filtered

Generated on Feb 8, 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 96%
1470Images
Valid Set 4%
54Images
Test Set %
0Images

Preprocessing

Resize: Stretch to 336x336

Augmentations

Outputs per training example: 3
Hue: Between -19° and +19°
Saturation: Between -25% and +25%
Brightness: Between -20% and +20%
Exposure: Between -14% and +14%
Blur: Up to 1.25px
Noise: Up to 1% of pixels