IIT KHRAGPUR

Text_finder_1

Object Detection

Text_finder_1 Image Dataset

v1

2023-05-10 5:51pm

Generated on May 10, 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.
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Dataset Split

Train Set 97%
306Images
Valid Set 2%
6Images
Test Set 1%
2Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Shear: ±5° Horizontal, ±3° Vertical
Saturation: Between -1% and +1%
Brightness: Between -1% and +1%
Blur: Up to 0.25px