Ng Ju Khang

merge2t

Object Detection

merge2t Image Dataset

v1

2022-01-27 3:50pm

Generated on Jan 27, 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 88%
141Images
Valid Set 8%
13Images
Test Set 4%
6Images

Preprocessing

Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Brightness: Between -15% and +15%
Blur: Up to 1.5px
mdp
Letters
1491 images
Alphanumeric
357 images
AlphaNumeric
355 images
Alphanumeric
330 images