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README.md
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language: en
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tags:
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- vision
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- multimodal
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- id-card-recognition
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license: apache-2.0
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---
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# Qwen2-VL Persian ID Card Reader
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Fine-tuned version of Qwen2-VL for extracting information from Persian national ID cards.
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```python
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from transformers import Qwen2VLForConditionalGeneration, AutoProcessor
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from util.vision_util import process_vision_info
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model = Qwen2VLForConditionalGeneration.from_pretrained("your-username/qwen2-vl-idcard-reader", device_map="auto")
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processor = AutoProcessor.from_pretrained("your-username/qwen2-vl-idcard-reader")
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messages = [{
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"role": "user",
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"content": [
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{"type": "image", "image": "id_card.jpg"},
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{"type": "text", "text": "Extract ID card info as JSON..."}
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]
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}]
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# Process and run inference (as in your original code)
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...
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---
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language: en
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tags:
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- vision
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- multimodal
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- id-card-recognition
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license: apache-2.0
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---
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# Qwen2-VL Persian ID Card Reader
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Fine-tuned version of Qwen2-VL for extracting information from Persian national ID cards.
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for testing visit https://huggingface.co/spaces/datamoon/qwen2-vl-iranian-idcard-ocr
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