sukojim

pythonCodeblockRecognition

Object Detection

pythonCodeblockRecognition Image Dataset

v2

2024-04-30 6:35pm

Generated on Apr 30, 2024

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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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CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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Dataset Split

Train Set 95%
78Images
Valid Set 4%
3Images
Test Set 1%
1Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 800x400

Augmentations

Outputs per training example: 3
Noise: Up to 0.1% of pixels