Nailah Gucon

Group23-MDP

Object Detection

Group23-MDP Image Dataset

v8

latestv6

Generated on Feb 8, 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 91%
8607Images
Valid Set 9%
813Images
Test Set 0%
32Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416
Grayscale: Applied

Augmentations

Outputs per training example: 3
Exposure: Between -20% and +20%
Bounding Box: Brightness: Between -20% and +20%
Bounding Box: Blur: Up to 1px
Alphanumeric-and-Symbols
4649 images
arrows, numbers, letters, shapes
4852 images
characters
4794 images
MDP
letters-numbers
4773 images
mdp
letters-and-numbers
4773 images