iub pakistan

final_dataset

Object Detection

final_dataset Image Dataset

v9

2023-09-03 1:19pm

Generated on Sep 3, 2023

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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.
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Dataset Split

Train Set 96%
6636Images
Valid Set 4%
246Images
Test Set %
0Images

Preprocessing

Resize: Fit (black edges) in 64x64

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
characters
780 images
characters
720 images
characters
124 images
character-segementation
30 images
characters
400 images