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---
license: apache-2.0
language:
- en
metrics:
- accuracy
base_model:
- Inventic-AI/Account_Number_Extracter
pipeline_tag: image-to-text
tags:
- finance
---
## Description
This repository provides three YOLO-based models intended to be used sequentially to extract and recognize digits from document images.
The pipeline works in three stages:
1. **Region Segmentation**
* `segmenter.pt` (YOLOv11n)
* Finds the account number region in a document image
* Output is cropped and passed to the next stage
2. **Digit Detection**
* `BBox.pt` (YOLOv11n)
* Detects bounding boxes for each digit within the cropped region
* Bounding boxes should be sorted left-to-right
3. **Digit Classification**
* `Classify.pt` (YOLOv11s-cls)
* Classifies each cropped digit image into labels `0–9`
* Predictions are concatenated to form the final sequence
### Sample Output:
Stage 1:
Stage 2:
---
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