Calin Obrocea

furiei

Object Detection

furiei Image Dataset

v1

2023-05-15 3:07pm

Generated on May 15, 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 87%
96Images
Valid Set 8%
9Images
Test Set 5%
5Images

Preprocessing

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Blur: Up to 1px
Noise: Up to 2% of pixels