varun

idp

Object Detection

idp Image Dataset

v5

2023-06-15 10:46pm

Generated on Jun 15, 2023

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%
435Images
Valid Set 8%
42Images
Test Set 4%
21Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 4 remapped, 4 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Mosaic: Applied
elements
298 images
receipt-information
300 images
Data-inside-the-invoice
85 images
TCS
Letters
99 images