new-workspace-01gn2

char

Object Detection

char Image Dataset

v2

Charv2

Generated on Sep 7, 2021

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 87%
900Images
Valid Set 8%
86Images
Test Set 4%
43Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Shear: ±45° Horizontal, ±10° Vertical
character-and-figures
2053 images
characters-and-figures
2008 images
OCR
Alphabets
27 images
Bob
letters-and-numbers
567 images