SevenSegment Digits

Seven-Segment Digits

Object Detection

Seven-Segment Digits Image Dataset

v6

2022-08-13 10:46pm

Generated on Aug 13, 2022

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 95%
600Images
Valid Set 4%
23Images
Test Set 2%
10Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 416x416

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 15% Maximum Zoom
Hue: Between -25° and +25°
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