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Upload 13 files
Browse files- .gitattributes +2 -0
- Dockerfile +17 -0
- app.py +105 -0
- demo.py +250 -0
- examples/1.jpg +0 -0
- examples/2.jpg +0 -0
- examples/3.jpg +0 -0
- lib/libopyidrecog.so +3 -0
- lib/libopyocr.so +3 -0
- model/data1.bin +3 -0
- model/data2.bin +3 -0
- opyidrecog.py +24 -0
- requirements.txt +4 -0
- run.sh +5 -0
.gitattributes
CHANGED
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@@ -33,3 +33,5 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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lib/libopyidrecog.so filter=lfs diff=lfs merge=lfs -text
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lib/libopyocr.so filter=lfs diff=lfs merge=lfs -text
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Dockerfile
ADDED
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@@ -0,0 +1,17 @@
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FROM python:3.8-slim
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WORKDIR /home/opyidrecog
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COPY ./opyidrecog.py .
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COPY ./app.py .
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COPY ./demo.py .
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COPY ./license.txt .
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COPY ./requirements.txt .
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COPY ./run.sh .
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COPY ./arial.ttf .
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COPY ./examples ./examples
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COPY ./model ./model
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COPY ./lib /usr/lib
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COPY ./lib/opyidrecog.so ./lib/opyidrecog.so
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RUN pip3 install -r requirements.txt
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RUN chmod a+x run.sh
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CMD ["./run.sh"]
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EXPOSE 9000 7860
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app.py
ADDED
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@@ -0,0 +1,105 @@
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import sys
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sys.path.append('.')
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import os
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import numpy as np
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import base64
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import json
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import io
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from PIL import Image, ExifTags
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from flask import Flask, request, jsonify
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from opyidrecog import getHWID
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from opyidrecog import setLicenseKey
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from opyidrecog import initSDK
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from opyidrecog import processImage
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licenseKeyPath = "license.txt"
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license = ""
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try:
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with open(licenseKeyPath, 'r') as file:
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license = file.read().strip()
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except IOError as exc:
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print("failed to open license.txt: ", exc.errno)
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print("License Key: ", license)
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hwid = getHWID()
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print("HWID: ", hwid.decode('utf-8'))
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ret = setLicenseKey(license.encode('utf-8'))
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print("Set License: ", ret)
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ret = initSDK("model".encode('utf-8'))
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print("Init: ", ret)
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app = Flask(__name__)
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@app.route('/process_image', methods=['POST'])
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def process_image():
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base64_image1 = ""
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base64_image2 = ""
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try:
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file1 = request.files['image1']
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base64_image1 = base64.b64encode(file1.read()).decode('utf-8')
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except:
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result = "Failed to open image1"
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response = jsonify({"resultCode": "Error", "result": result})
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response.status_code = 200
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response.headers["Content-Type"] = "application/json; charset=utf-8"
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return response
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try:
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file2 = request.files['image2']
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base64_image2 = base64.b64encode(file2.read()).decode('utf-8')
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except:
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base64_image2 = ""
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result = processImage(base64_image1.encode('utf-8'), base64_image2.encode('utf-8'))
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result_dict = json.loads(result.decode('utf-8'))
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response = jsonify({"resultCode": "Ok", "result": result_dict})
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response.status_code = 200
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response.headers["Content-Type"] = "application/json; charset=utf-8"
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return response
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@app.route('/process_image_base64', methods=['POST'])
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def process_image_base64():
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base64_image1 = ""
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base64_image2 = ""
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try:
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content = request.get_json()
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base64_image1 = content['image1_base64']
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except:
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result = "Failed to parse base64"
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response = jsonify({"resultCode": "Error", "result": result})
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response.status_code = 200
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response.headers["Content-Type"] = "application/json; charset=utf-8"
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return response
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try:
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content = request.get_json()
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base64_image2 = content['image2_base64']
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except:
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base64_image2 = ""
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image_np = np.asarray(image)
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result = processImage(image_np, image_np.shape[1], image_np.shape[0])
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result = processImage(base64_image1.encode('utf-8'), base64_image2.encode('utf-8'))
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result_dict = json.loads(result.decode('utf-8'))
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response = jsonify({"resultCode": "Ok", "result": result_dict})
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response.status_code = 200
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response.headers["Content-Type"] = "application/json; charset=utf-8"
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return response
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if __name__ == '__main__':
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port = int(os.environ.get("PORT", 9000))
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app.run(host='0.0.0.0', port=port)
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demo.py
ADDED
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@@ -0,0 +1,250 @@
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import os
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import gradio as gr
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import requests
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import json
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import io
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| 6 |
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from gradio.components import Image
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from PIL import Image as PILImage, ImageDraw, ImageFont # This import may be needed if you're processing images
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| 9 |
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from PIL import Image
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def process_image(image1, image2):
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try:
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img_bytes1 = io.BytesIO()
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image1.save(img_bytes1, format="JPEG")
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| 15 |
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img_bytes1.seek(0)
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except:
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return ["Failed to open image", {"resultCode": "Error", "result": "Failed to open image"}]
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try:
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img_bytes2 = io.BytesIO()
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image2.save(img_bytes2, format="JPEG")
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| 22 |
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img_bytes2.seek(0)
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| 23 |
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except:
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| 24 |
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pass
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| 26 |
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url = "http://127.0.0.1:9000/process_image"
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| 27 |
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files = {'image1': img_bytes1, 'image2': img_bytes2}
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| 28 |
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result = requests.post(url=url, files=files)
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| 29 |
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if result.ok:
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json_result = result.json()
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| 31 |
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if json_result.get("resultCode") == "Error":
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return ["Failed to process image", {"resultCode": "Error", "result": "Failed to process image"}]
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html = None
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images = None
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mrz = None
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barcode = None
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| 38 |
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| 39 |
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r = json_result.get("result", {})
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| 40 |
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table_value = ""
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if r.get('MRZ') is not None:
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mrz = r.get('MRZ')
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if r.get('Barcode') is not None:
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barcode = r.get('Barcode')
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for key, value in r.items():
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| 49 |
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if key == 'Images' or key == 'MRZ' or key == 'Barcode':
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continue
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mrz_value = ''
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if mrz is not None and mrz.get(key) is not None:
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mrz_value = mrz[key]
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del mrz[key]
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barcode_value = ''
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if barcode is not None and barcode.get(key) is not None:
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barcode_value = barcode[key]
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del barcode[key]
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| 61 |
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| 62 |
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if mrz is not None and barcode is not None:
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row_value = ("<tr>"
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"<td>{key}</td>"
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"<td>{value}</td>"
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"<td>{mrz_value}</td>"
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"<td>{barcode_value}</td>"
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"</tr>".format(key=key, value=value, mrz_value=mrz_value, barcode_value=barcode_value))
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elif mrz is not None:
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row_value = ("<tr>"
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"<td>{key}</td>"
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"<td>{value}</td>"
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"<td>{mrz_value}</td>"
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"</tr>".format(key=key, value=value, mrz_value=mrz_value))
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elif barcode is not None:
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row_value = ("<tr>"
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"<td>{key}</td>"
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"<td>{value}</td>"
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"<td>{barcode_value}</td>"
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"</tr>".format(key=key, value=value, barcode_value=barcode_value))
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else:
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row_value = ("<tr>"
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"<td>{key}</td>"
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| 84 |
+
"<td>{value}</td>"
|
| 85 |
+
"</tr>".format(key=key, value=value))
|
| 86 |
+
|
| 87 |
+
table_value = table_value + row_value
|
| 88 |
+
|
| 89 |
+
if mrz is not None and barcode is not None:
|
| 90 |
+
for key, value in mrz.items():
|
| 91 |
+
if key == 'MRZ':
|
| 92 |
+
value = value.replace('<', '<')
|
| 93 |
+
value = value.replace(',', '<p>')
|
| 94 |
+
|
| 95 |
+
row_value = ("<tr>"
|
| 96 |
+
"<td>{key}</td>"
|
| 97 |
+
"<td>{value}</td>"
|
| 98 |
+
"<td>{mrz_value}</td>"
|
| 99 |
+
"<td></td>"
|
| 100 |
+
"</tr>".format(key=key, value='', mrz_value=value))
|
| 101 |
+
table_value = table_value + row_value
|
| 102 |
+
|
| 103 |
+
for key, value in barcode.items():
|
| 104 |
+
if key == 'Barcode':
|
| 105 |
+
value = value.replace('<', '<')
|
| 106 |
+
value = value.replace(',', '<p>')
|
| 107 |
+
|
| 108 |
+
row_value = ("<tr>"
|
| 109 |
+
"<td>{key}</td>"
|
| 110 |
+
"<td>{value}</td>"
|
| 111 |
+
"<td></td>"
|
| 112 |
+
"<td>{barcode_value}</td>"
|
| 113 |
+
"</tr>".format(key=key, value='', barcode_value=value))
|
| 114 |
+
table_value = table_value + row_value
|
| 115 |
+
elif mrz is not None:
|
| 116 |
+
for key, value in mrz.items():
|
| 117 |
+
if key == 'MRZ':
|
| 118 |
+
value = value.replace('<', '<')
|
| 119 |
+
value = value.replace(',', '<p>')
|
| 120 |
+
|
| 121 |
+
row_value = ("<tr>"
|
| 122 |
+
"<td>{key}</td>"
|
| 123 |
+
"<td>{value}</td>"
|
| 124 |
+
"<td>{mrz_value}</td>"
|
| 125 |
+
"</tr>".format(key=key, value='', mrz_value=value))
|
| 126 |
+
table_value = table_value + row_value
|
| 127 |
+
elif barcode is not None:
|
| 128 |
+
for key, value in barcode.items():
|
| 129 |
+
if key == 'Barcode':
|
| 130 |
+
value = value.replace('<', '<')
|
| 131 |
+
value = value.replace(',', '<p>')
|
| 132 |
+
|
| 133 |
+
row_value = ("<tr>"
|
| 134 |
+
"<td>{key}</td>"
|
| 135 |
+
"<td>{value}</td>"
|
| 136 |
+
"<td>{barcode_value}</td>"
|
| 137 |
+
"</tr>".format(key=key, value='', barcode_value=value))
|
| 138 |
+
table_value = table_value + row_value
|
| 139 |
+
|
| 140 |
+
if mrz is not None and barcode is not None:
|
| 141 |
+
html = ("<table>"
|
| 142 |
+
"<tr>"
|
| 143 |
+
"<th>Field</th>"
|
| 144 |
+
"<th>OCR</th>"
|
| 145 |
+
"<th>MRZ</th>"
|
| 146 |
+
"<th>Barcode</th>"
|
| 147 |
+
"</tr>"
|
| 148 |
+
"{table_value}"
|
| 149 |
+
"</table>".format(table_value=table_value))
|
| 150 |
+
elif mrz is not None:
|
| 151 |
+
html = ("<table>"
|
| 152 |
+
"<tr>"
|
| 153 |
+
"<th>Field</th>"
|
| 154 |
+
"<th>OCR</th>"
|
| 155 |
+
"<th>MRZ</th>"
|
| 156 |
+
"</tr>"
|
| 157 |
+
"{table_value}"
|
| 158 |
+
"</table>".format(table_value=table_value))
|
| 159 |
+
elif barcode is not None:
|
| 160 |
+
html = ("<table>"
|
| 161 |
+
"<tr>"
|
| 162 |
+
"<th>Field</th>"
|
| 163 |
+
"<th>OCR</th>"
|
| 164 |
+
"<th>Barcode</th>"
|
| 165 |
+
"</tr>"
|
| 166 |
+
"{table_value}"
|
| 167 |
+
"</table>".format(table_value=table_value))
|
| 168 |
+
else:
|
| 169 |
+
html = ("<table>"
|
| 170 |
+
"<tr>"
|
| 171 |
+
"<th>Field</th>"
|
| 172 |
+
"<th>OCR</th>"
|
| 173 |
+
"</tr>"
|
| 174 |
+
"{table_value}"
|
| 175 |
+
"</table>".format(table_value=table_value))
|
| 176 |
+
|
| 177 |
+
|
| 178 |
+
table_value = ""
|
| 179 |
+
for key, value in r.items():
|
| 180 |
+
if key == 'Images':
|
| 181 |
+
for image_key, image_value in value.items():
|
| 182 |
+
row_value = ("<tr>"
|
| 183 |
+
"<td>{key}</td>"
|
| 184 |
+
"<td><img src=""data:image/png;base64,{base64_image} width = '200' height= '100' /></td>"
|
| 185 |
+
"</tr>".format(key=image_key, base64_image=image_value))
|
| 186 |
+
table_value = table_value + row_value
|
| 187 |
+
|
| 188 |
+
images = ("<table>"
|
| 189 |
+
"<tr>"
|
| 190 |
+
"<th>Field</th>"
|
| 191 |
+
"<th>Image</th>"
|
| 192 |
+
"</tr>"
|
| 193 |
+
"{table_value}"
|
| 194 |
+
"</table>".format(table_value=table_value))
|
| 195 |
+
|
| 196 |
+
return [html + "<br/><br/>" + images, json_result]
|
| 197 |
+
else:
|
| 198 |
+
return [result.text, {"resultCode": "Error", "result": result.text}]
|
| 199 |
+
|
| 200 |
+
with gr.Blocks() as demo:
|
| 201 |
+
gr.Markdown(
|
| 202 |
+
"""
|
| 203 |
+
<div style="display: flex;align-items: center;">
|
| 204 |
+
<img alt="Opulentyn Logo" src="https://github.com/user-attachments/assets/5fc78032-bff2-4f7e-a174-7d64b22f506d" width="350"/>
|
| 205 |
+
<div>
|
| 206 |
+
<h1>ID Document Recognition</h1>
|
| 207 |
+
<p>We offer <b>on-premises</b> OCR and liveness check solutions available with a <b>perpetual license</b>.</p>
|
| 208 |
+
</div>
|
| 209 |
+
</div>
|
| 210 |
+
|
| 211 |
+
## 🤝 Talk to us
|
| 212 |
+
|
| 213 |
+
<div style="display: flex; align-items: center;">
|
| 214 |
+
<a href="https://opulentyn.com" target="_blank">
|
| 215 |
+
<img src="https://img.shields.io/badge/Website-https%3A%2F%2Fopulentyn.com-blue?style=flat&logo=google-chrome&logoColor=white" alt="Website">
|
| 216 |
+
</a>
|
| 217 |
+
|
| 218 |
+
<a href="mailto:support@opulentyn.com">
|
| 219 |
+
<img src="https://img.shields.io/badge/Email-support%40opulentyn.com-blue?style=flat&logo=gmail&logoColor=white" alt="Email">
|
| 220 |
+
</a>
|
| 221 |
+
|
| 222 |
+
<a href="https://wa.me/13435013587" target="_blank">
|
| 223 |
+
<img src="https://img.shields.io/badge/WhatsApp-%2B13435013587-blue?logo=whatsapp&logoColor=green" alt="WhatsApp">
|
| 224 |
+
</a>
|
| 225 |
+
|
| 226 |
+
<a href="https://join.slack.com/t/opulentyn/shared_invite/zt-2s230jtbq-dWBs8XUZcrYim~nUqiimSA" target="_blank">
|
| 227 |
+
<img src="https://img.shields.io/badge/Slack-support--sdk-blueviolet?style=flat&logo=slack&logoColor=white" alt="Slack">
|
| 228 |
+
</a>
|
| 229 |
+
</div>
|
| 230 |
+
"""
|
| 231 |
+
)
|
| 232 |
+
|
| 233 |
+
with gr.Row():
|
| 234 |
+
with gr.Column():
|
| 235 |
+
image_input1 = gr.Image(type='pil', label='Front')
|
| 236 |
+
image_input2 = gr.Image(type='pil', label='Back')
|
| 237 |
+
gr.Examples(['examples/1.jpg', 'examples/2.jpg', 'examples/3.jpg'],
|
| 238 |
+
inputs=image_input1)
|
| 239 |
+
process_button = gr.Button("Process")
|
| 240 |
+
with gr.Column():
|
| 241 |
+
with gr.TabItem("Output"):
|
| 242 |
+
html_output = gr.HTML()
|
| 243 |
+
with gr.TabItem("JSON"):
|
| 244 |
+
json_output = gr.JSON()
|
| 245 |
+
|
| 246 |
+
process_button.click(process_image, inputs=[image_input1, image_input2], outputs=[html_output, json_output])
|
| 247 |
+
|
| 248 |
+
gr.HTML('<a href="https://visitorbadge.io/status?path=https%3A%2F%2Fhuggingface.co%2Fspaces%2Fopulentyn%2FMrzOCR"><img src="https://api.visitorbadge.io/api/combined?path=https%3A%2F%2Fhuggingface.co%2Fspaces%2Fopulentyn%2FMrzOCR&countColor=%23263759" /></a>')
|
| 249 |
+
|
| 250 |
+
demo.launch(server_name="0.0.0.0", server_port=7860)
|
examples/1.jpg
ADDED
|
examples/2.jpg
ADDED
|
examples/3.jpg
ADDED
|
lib/libopyidrecog.so
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:56ed0414ebea3695aa232234a63343398c29c5f4a548dbfe33485e2999064cba
|
| 3 |
+
size 2910123
|
lib/libopyocr.so
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:25832bf9dfc72bdf374f23df29c03077b8831707acf5636cb9b93667602bb372
|
| 3 |
+
size 97975464
|
model/data1.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:a58c75df0d7958367bc1b7e1a8a2e9b27a0e49bd761b20a1b95e748c56068c3b
|
| 3 |
+
size 243984360
|
model/data2.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:480bb5f9aa41f1a6944b75f17523753c73b76dfdf829f20b2f0ec2e2b9a5bbd3
|
| 3 |
+
size 292893244
|
opyidrecog.py
ADDED
|
@@ -0,0 +1,24 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
import os
|
| 2 |
+
|
| 3 |
+
from ctypes import *
|
| 4 |
+
from numpy.ctypeslib import ndpointer
|
| 5 |
+
|
| 6 |
+
libPath = os.path.abspath(os.path.dirname(__file__)) + '/lib/libopyidrecog.so'
|
| 7 |
+
libopyidrecog = cdll.LoadLibrary(libPath)
|
| 8 |
+
|
| 9 |
+
getHWID = libopyidrecog.getHWID
|
| 10 |
+
getHWID.argtypes = []
|
| 11 |
+
getHWID.restype = c_char_p
|
| 12 |
+
|
| 13 |
+
setLicenseKey = libopyidrecog.setLicenseKey
|
| 14 |
+
setLicenseKey.argtypes = [c_char_p]
|
| 15 |
+
setLicenseKey.restype = c_int32
|
| 16 |
+
|
| 17 |
+
initSDK = libopyidrecog.initSDK
|
| 18 |
+
initSDK.argtypes = [c_char_p]
|
| 19 |
+
initSDK.restype = c_int32
|
| 20 |
+
|
| 21 |
+
processImage = libopyidrecog.processImage
|
| 22 |
+
processImage.argtypes = [c_char_p, c_char_p]
|
| 23 |
+
processImage.restype = c_char_p
|
| 24 |
+
|
requirements.txt
ADDED
|
@@ -0,0 +1,4 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
flask
|
| 2 |
+
flask-cors
|
| 3 |
+
gradio
|
| 4 |
+
datadog_api_client
|
run.sh
ADDED
|
@@ -0,0 +1,5 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
#!/bin/bash
|
| 2 |
+
|
| 3 |
+
cd /home/opyidrecog
|
| 4 |
+
exec python3 demo.py &
|
| 5 |
+
exec python3 app.py
|