Zhu-FaceOnLive
commited on
Commit
•
666d384
1
Parent(s):
0a6e93e
Initial commit.
Browse files- .gitattributes +4 -0
- Dockerfile +17 -0
- app.py +198 -0
- demo.py +188 -0
- ocrengine/dict/data1.bin +3 -0
- ocrengine/dict/data2.bin +3 -0
- ocrengine/dict/data3.bin +3 -0
- ocrengine/dict/data4.bin +3 -0
- ocrengine/libimutils.so +0 -0
- ocrengine/libttvcore.so +3 -0
- ocrengine/libttvifchecker.so +3 -0
- ocrengine/libttvocrengine.so +3 -0
- ocrengine/ocrengine.py +39 -0
- ocrengine/ttvocrsrv +3 -0
- requirements.txt +5 -0
- run.sh +5 -0
.gitattributes
CHANGED
@@ -33,3 +33,7 @@ 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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ocrengine/libttvcore.so filter=lfs diff=lfs merge=lfs -text
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ocrengine/libttvifchecker.so filter=lfs diff=lfs merge=lfs -text
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ocrengine/libttvocrengine.so filter=lfs diff=lfs merge=lfs -text
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ocrengine/ttvocrsrv filter=lfs diff=lfs merge=lfs -text
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Dockerfile
ADDED
@@ -0,0 +1,17 @@
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FROM ubuntu:20.04
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RUN ln -snf /usr/share/zoneinfo/$CONTAINER_TIMEZONE /etc/localtime && echo $CONTAINER_TIMEZONE > /etc/timezone
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RUN apt-get update -y
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RUN apt-get install -y python3 python3-pip python3-opencv libcurl4-openssl-dev libssl-dev libpcsclite-dev psmisc
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RUN mkdir -p /home/faceonlive_id_recognition
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WORKDIR /home/faceonlive_id_recognition
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COPY ./requirements.txt .
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COPY ./ocrengine ./ocrengine
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COPY ./ocrengine/libimutils.so /usr/lib
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COPY ./ocrengine/libttvcore.so /usr/lib
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COPY ./app.py .
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COPY ./demo.py .
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COPY ./run.sh .
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RUN pip3 install -r requirements.txt
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RUN chmod a+x ./ocrengine/ttvocrsrv run.sh
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CMD ["./run.sh"]
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EXPOSE 8080
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app.py
ADDED
@@ -0,0 +1,198 @@
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import sys
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sys.path.append('.')
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from flask import Flask, render_template, request, jsonify, send_from_directory
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from time import gmtime, strftime
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import os
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import base64
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import json
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import uuid
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import cv2
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import numpy as np
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from ocrengine.ocrengine import TTVOcrGetHWID
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from ocrengine.ocrengine import TTVOcrSetActivation
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from ocrengine.ocrengine import TTVOcrInit
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from ocrengine.ocrengine import TTVOcrProcess
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from ocrengine.ocrengine import TTVOcrCreditCard
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from ocrengine.ocrengine import TTVOcrBarCode
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from ocrengine.ocrengine import ttv_if_checker
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app = Flask(__name__)
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ocrHWID = TTVOcrGetHWID()
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licenseKey = os.environ.get("LICENSE_KEY")
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ocrRet = TTVOcrSetActivation(licenseKey.encode('utf-8'))
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print('ocr activation: ', ocrRet.decode('utf-8'))
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dictPath = os.path.abspath(os.path.dirname(__file__)) + '/ocrengine/dict'
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ocrRet = TTVOcrInit(dictPath.encode('utf-8'))
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print('ocr engine init: ', ocrRet.decode('utf-8'))
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@app.route('/ocr/idcard', methods=['POST'])
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def ocr_idcard():
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file1 = request.files['image1']
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file_name1 = uuid.uuid4().hex[:6]
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save_path1 = '/tmp/' + file_name1 + '_' + file1.filename
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file1.save(save_path1)
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file_path1 = os.path.abspath(save_path1)
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if 'image2' not in request.files:
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file_path2 = ''
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else:
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file2 = request.files['image2']
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file_name2 = uuid.uuid4().hex[:6]
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save_path2 = '/tmp/' + file_name2 + '_' + file2.filename
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file2.save(save_path2)
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file_path2 = os.path.abspath(save_path2)
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ocrResult = TTVOcrProcess(file_path1.encode('utf-8'), file_path2.encode('utf-8'))
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ocrResDict = json.loads(ocrResult)
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status = "ok"
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if_check = ttv_if_checker(file_path1.encode('utf-8'))
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response = jsonify({"status": status, "data": ocrResDict, "authenticity": if_check})
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os.remove(file_path1)
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if 'image2' in request.files:
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os.remove(file_path2)
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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('/ocr/idcard_base64', methods=['POST'])
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def ocr_idcard_base64():
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content = request.get_json()
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imageBase64 = content['image']
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file_name = uuid.uuid4().hex[:6]
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save_path = '/tmp/' + file_name
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with open(save_path, "wb") as fh:
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fh.write(base64.b64decode(imageBase64))
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file_path = os.path.abspath(save_path)
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ocrResult = TTVOcrProcess(file_path.encode('utf-8'))
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ocrResDict = json.loads(ocrResult)
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status = "ok"
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if_check = ttv_if_checker(file_path.encode('utf-8'))
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response = jsonify({"status": status, "data": ocrResDict, "authenticity": if_check})
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os.remove(file_path)
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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('/ocr/credit', methods=['POST'])
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def ocr_credit():
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file = request.files['image']
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print('ocr_credit ', file)
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image = cv2.imdecode(np.fromstring(file.read(), np.uint8), cv2.IMREAD_COLOR)
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file_name = uuid.uuid4().hex[:6]
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save_path = '/tmp/' + file_name + '.png'
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cv2.imwrite(save_path, image)
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file_path = os.path.abspath(save_path)
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ocrResult = TTVOcrCreditCard(file_path.encode('utf-8'))
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ocrResDict = json.loads(ocrResult)
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status = "ok"
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response = jsonify({"status": status, "data": ocrResDict})
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os.remove(file_path)
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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('/ocr/credit_base64', methods=['POST'])
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def ocr_credit_base64():
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print('ocr_credit_base64');
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content = request.get_json()
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imageBase64 = content['image']
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image = cv2.imdecode(np.frombuffer(base64.b64decode(imageBase64), dtype=np.uint8), cv2.IMREAD_COLOR)
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file_name = uuid.uuid4().hex[:6]
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save_path = '/tmp/' + file_name + '.png'
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cv2.imwrite(save_path, image)
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file_path = os.path.abspath(save_path)
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ocrResult = TTVOcrCreditCard(file_path.encode('utf-8'))
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ocrResDict = json.loads(ocrResult)
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status = "ok"
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response = jsonify({"status": status, "data": ocrResDict})
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os.remove(file_path)
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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('/ocr/barcode', methods=['POST'])
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def ocr_barcode():
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file = request.files['image']
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print('ocr_barcode ', file)
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image = cv2.imdecode(np.fromstring(file.read(), np.uint8), cv2.IMREAD_COLOR)
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file_name = uuid.uuid4().hex[:6]
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save_path = '/tmp/' + file_name + '.png'
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cv2.imwrite(save_path, image)
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file_path = os.path.abspath(save_path)
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ocrResult = TTVOcrBarCode(file_path.encode('utf-8'))
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ocrResDict = json.loads(ocrResult)
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status = "ok"
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response = jsonify({"status": status, "data": ocrResDict})
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os.remove(file_path)
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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('/ocr/barcode_base64', methods=['POST'])
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def ocr_barcode_base64():
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content = request.get_json()
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imageBase64 = content['image']
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image = cv2.imdecode(np.frombuffer(base64.b64decode(imageBase64), dtype=np.uint8), cv2.IMREAD_COLOR)
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file_name = uuid.uuid4().hex[:6]
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save_path = '/tmp/' + file_name + '.png'
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cv2.imwrite(save_path, image)
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file_path = os.path.abspath(save_path)
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print('file_path: ', file_path)
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ocrResult = TTVOcrBarCode(file_path.encode('utf-8'))
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ocrResDict = json.loads(ocrResult)
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status = "ok"
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response = jsonify({"status": status, "data": ocrResDict})
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os.remove(file_path)
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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", 8000))
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app.run(host='0.0.0.0', port=port)
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demo.py
ADDED
@@ -0,0 +1,188 @@
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1 |
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import gradio as gr
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import requests
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import json
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from PIL import Image
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6 |
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def idcard_recognition(frame1, frame2):
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7 |
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url = "http://127.0.0.1:8000/ocr/idcard"
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8 |
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files = None
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9 |
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if frame1 is not None and frame2 is not None:
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10 |
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files = {'image1': open(frame1, 'rb'), 'image2': open(frame2, 'rb')}
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elif frame1 is not None and frame2 is None:
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files = {'image1': open(frame1, 'rb')}
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elif frame1 is None and frame2 is not None:
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files = {'image1': open(frame2, 'rb')}
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else:
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return ['', None]
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print(frame1, files)
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r = requests.post(url=url, files=files)
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images = None
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resultValues = {}
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table_value = ""
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for key, value in r.json().items():
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26 |
+
if key == 'data':
|
27 |
+
if 'image' in value:
|
28 |
+
del value['image']
|
29 |
+
resultValues[key] = value
|
30 |
+
else:
|
31 |
+
resultValues[key] = value
|
32 |
+
|
33 |
+
|
34 |
+
if 'data' in r.json():
|
35 |
+
for key, value in r.json()['data'].items():
|
36 |
+
if key == 'image':
|
37 |
+
for image_key, image_value in value.items():
|
38 |
+
row_value = ("<tr>"
|
39 |
+
"<td>{key}</td>"
|
40 |
+
"<td><img src=""data:image/png;base64,{base64_image} width = '200' height= '100' /></td>"
|
41 |
+
"</tr>".format(key=image_key, base64_image=image_value))
|
42 |
+
table_value = table_value + row_value
|
43 |
+
|
44 |
+
images = ("<table>"
|
45 |
+
"<tr>"
|
46 |
+
"<th>Field</th>"
|
47 |
+
"<th>Image</th>"
|
48 |
+
"</tr>"
|
49 |
+
"{table_value}"
|
50 |
+
"</table>".format(table_value=table_value))
|
51 |
+
|
52 |
+
json_result = json.dumps(resultValues, indent=4)
|
53 |
+
return [json_result, images]
|
54 |
+
|
55 |
+
def barcode_recognition(frame):
|
56 |
+
url = "http://127.0.0.1:8000/ocr/barcode"
|
57 |
+
files = None
|
58 |
+
if frame is None:
|
59 |
+
return ['', None]
|
60 |
+
|
61 |
+
files = {'image': open(frame, 'rb')}
|
62 |
+
r = requests.post(url=url, files=files)
|
63 |
+
|
64 |
+
images = None
|
65 |
+
resultValues = {}
|
66 |
+
table_value = ""
|
67 |
+
for key, value in r.json().items():
|
68 |
+
|
69 |
+
if key == 'data':
|
70 |
+
if 'image' in value:
|
71 |
+
del value['image']
|
72 |
+
resultValues[key] = value
|
73 |
+
else:
|
74 |
+
resultValues[key] = value
|
75 |
+
|
76 |
+
|
77 |
+
if 'data' in r.json():
|
78 |
+
for key, value in r.json()['data'].items():
|
79 |
+
if key == 'image':
|
80 |
+
for image_key, image_value in value.items():
|
81 |
+
row_value = ("<tr>"
|
82 |
+
"<td>{key}</td>"
|
83 |
+
"<td><img src=""data:image/png;base64,{base64_image} width = '200' height= '100' /></td>"
|
84 |
+
"</tr>".format(key=image_key, base64_image=image_value))
|
85 |
+
table_value = table_value + row_value
|
86 |
+
|
87 |
+
images = ("<table>"
|
88 |
+
"<tr>"
|
89 |
+
"<th>Field</th>"
|
90 |
+
"<th>Image</th>"
|
91 |
+
"</tr>"
|
92 |
+
"{table_value}"
|
93 |
+
"</table>".format(table_value=table_value))
|
94 |
+
|
95 |
+
json_result = json.dumps(resultValues, indent=4)
|
96 |
+
return [json_result, images]
|
97 |
+
|
98 |
+
def credit_recognition(frame):
|
99 |
+
url = "http://127.0.0.1:8000/ocr/credit"
|
100 |
+
files = None
|
101 |
+
if frame is None:
|
102 |
+
return ['', None]
|
103 |
+
|
104 |
+
files = {'image': open(frame, 'rb')}
|
105 |
+
r = requests.post(url=url, files=files)
|
106 |
+
|
107 |
+
images = None
|
108 |
+
resultValues = {}
|
109 |
+
table_value = ""
|
110 |
+
for key, value in r.json().items():
|
111 |
+
|
112 |
+
if key == 'data':
|
113 |
+
if 'image' in value:
|
114 |
+
del value['image']
|
115 |
+
resultValues[key] = value
|
116 |
+
else:
|
117 |
+
resultValues[key] = value
|
118 |
+
|
119 |
+
|
120 |
+
if 'data' in r.json():
|
121 |
+
for key, value in r.json()['data'].items():
|
122 |
+
if key == 'image':
|
123 |
+
for image_key, image_value in value.items():
|
124 |
+
row_value = ("<tr>"
|
125 |
+
"<td>{key}</td>"
|
126 |
+
"<td><img src=""data:image/png;base64,{base64_image} width = '200' height= '100' /></td>"
|
127 |
+
"</tr>".format(key=image_key, base64_image=image_value))
|
128 |
+
table_value = table_value + row_value
|
129 |
+
|
130 |
+
images = ("<table>"
|
131 |
+
"<tr>"
|
132 |
+
"<th>Field</th>"
|
133 |
+
"<th>Image</th>"
|
134 |
+
"</tr>"
|
135 |
+
"{table_value}"
|
136 |
+
"</table>".format(table_value=table_value))
|
137 |
+
|
138 |
+
json_result = json.dumps(resultValues, indent=4)
|
139 |
+
return [json_result, images]
|
140 |
+
|
141 |
+
with gr.Blocks() as demo:
|
142 |
+
gr.Markdown(
|
143 |
+
"""
|
144 |
+
# ID Document Recognition
|
145 |
+
Get your own ID Document Recognition Server by duplicating this space.<br/>
|
146 |
+
Contact us at [email protected] for issues and support.<br/>
|
147 |
+
"""
|
148 |
+
)
|
149 |
+
with gr.TabItem("ID Card Recognition"):
|
150 |
+
with gr.Row():
|
151 |
+
with gr.Column(scale=3):
|
152 |
+
id_image_input1 = gr.Image(type='filepath', label='Front')
|
153 |
+
id_image_input2 = gr.Image(type='filepath', label='Back')
|
154 |
+
id_recognition_button = gr.Button("ID Card Recognition")
|
155 |
+
with gr.Column(scale=5):
|
156 |
+
id_result_output = gr.JSON()
|
157 |
+
|
158 |
+
with gr.Column(scale=2):
|
159 |
+
image_result_output = gr.HTML()
|
160 |
+
|
161 |
+
id_recognition_button.click(idcard_recognition, inputs=[id_image_input1, id_image_input2], outputs=[id_result_output, image_result_output])
|
162 |
+
with gr.TabItem("Barcode Recognition"):
|
163 |
+
with gr.Row():
|
164 |
+
with gr.Column(scale=3):
|
165 |
+
barcode_image_input = gr.Image(type='filepath')
|
166 |
+
barcode_recognition_button = gr.Button("Barcode Recognition")
|
167 |
+
with gr.Column(scale=5):
|
168 |
+
barcode_result_output = gr.JSON()
|
169 |
+
|
170 |
+
with gr.Column(scale=2):
|
171 |
+
image_result_output = gr.HTML()
|
172 |
+
|
173 |
+
barcode_recognition_button.click(barcode_recognition, inputs=barcode_image_input, outputs=[barcode_result_output, image_result_output])
|
174 |
+
|
175 |
+
with gr.TabItem("Credit Card Recognition"):
|
176 |
+
with gr.Row():
|
177 |
+
with gr.Column(scale=3):
|
178 |
+
credit_image_input = gr.Image(type='filepath')
|
179 |
+
credit_recognition_button = gr.Button("Credit Card Recognition")
|
180 |
+
with gr.Column(scale=5):
|
181 |
+
credit_result_output = gr.JSON()
|
182 |
+
|
183 |
+
with gr.Column(scale=2):
|
184 |
+
image_result_output = gr.HTML()
|
185 |
+
|
186 |
+
credit_recognition_button.click(credit_recognition, inputs=credit_image_input, outputs=[credit_result_output, image_result_output])
|
187 |
+
|
188 |
+
demo.launch(server_name="0.0.0.0", server_port=7860)
|
ocrengine/dict/data1.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:3984b15b29f28886e3ce8634b3fdc93633becb9f34a0c9aed152ce2b7126d5a9
|
3 |
+
size 142606336
|
ocrengine/dict/data2.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:6bdd1d2f0701d443e771b04eef5adb7b752961b6ace6f60eb1c2c5d533a65fda
|
3 |
+
size 9212703
|
ocrengine/dict/data3.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:0244637e40fa09ad753ab0299d39360acc8b69afd3883296def40aeaa984ec26
|
3 |
+
size 188743680
|
ocrengine/dict/data4.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:7f7d151420087f4c2b5c7d47a7d37310ae4c40fc9f2cb129866e8ff1132c0d2f
|
3 |
+
size 96905216
|
ocrengine/libimutils.so
ADDED
Binary file (412 kB). View file
|
|
ocrengine/libttvcore.so
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:2ca8d29bc483e307ad8f4b2e92acc7b2a97460e0f8ddbbce05b8d7a7764d3c7c
|
3 |
+
size 95098400
|
ocrengine/libttvifchecker.so
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:e5e3b916d3674b7b41a0b8f3f1a6331d83057a37012074e2c119362fcb9dd5a9
|
3 |
+
size 1613856
|
ocrengine/libttvocrengine.so
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:d92e12ef538a606ebf35e83d362bf76024e297220b20c707721057ee9fcd688f
|
3 |
+
size 4010600
|
ocrengine/ocrengine.py
ADDED
@@ -0,0 +1,39 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
import ctypes, ctypes.util
|
2 |
+
from ctypes import *
|
3 |
+
from numpy.ctypeslib import ndpointer
|
4 |
+
import sys
|
5 |
+
import os
|
6 |
+
|
7 |
+
dll_path = os.path.abspath(os.path.dirname(__file__)) + '/libttvocrengine.so'
|
8 |
+
ocr_engine = cdll.LoadLibrary(dll_path)
|
9 |
+
|
10 |
+
TTVOcrInit = ocr_engine.TTVOcrInit
|
11 |
+
TTVOcrInit.argtypes = [ctypes.c_char_p]
|
12 |
+
TTVOcrInit.restype = ctypes.c_char_p
|
13 |
+
|
14 |
+
TTVOcrProcess = ocr_engine.TTVOcrProcess
|
15 |
+
TTVOcrProcess.argtypes = [ctypes.c_char_p, ctypes.c_char_p]
|
16 |
+
TTVOcrProcess.restype = ctypes.c_char_p
|
17 |
+
|
18 |
+
TTVOcrCreditCard = ocr_engine.TTVOcrCreditCard
|
19 |
+
TTVOcrCreditCard.argtypes = [ctypes.c_char_p]
|
20 |
+
TTVOcrCreditCard.restype = ctypes.c_char_p
|
21 |
+
|
22 |
+
TTVOcrBarCode = ocr_engine.TTVOcrBarCode
|
23 |
+
TTVOcrBarCode.argtypes = [ctypes.c_char_p]
|
24 |
+
TTVOcrBarCode.restype = ctypes.c_char_p
|
25 |
+
|
26 |
+
TTVOcrGetHWID = ocr_engine.TTVOcrGetHWID
|
27 |
+
TTVOcrGetHWID.argtypes = []
|
28 |
+
TTVOcrGetHWID.restype = ctypes.c_char_p
|
29 |
+
|
30 |
+
TTVOcrSetActivation = ocr_engine.TTVOcrSetActivation
|
31 |
+
TTVOcrSetActivation.argtypes = []
|
32 |
+
TTVOcrSetActivation.restype = ctypes.c_char_p
|
33 |
+
|
34 |
+
dll_path = os.path.abspath(os.path.dirname(__file__)) + '/libttvifchecker.so'
|
35 |
+
if_engine = cdll.LoadLibrary(dll_path)
|
36 |
+
|
37 |
+
ttv_if_checker = if_engine.ttv_if_checker
|
38 |
+
ttv_if_checker.argtypes = [ctypes.c_char_p]
|
39 |
+
ttv_if_checker.restype = ctypes.c_int32
|
ocrengine/ttvocrsrv
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:54a0ada00cad7cec6d8521715a206f279f3624f3046ca9e307d569161ffc027c
|
3 |
+
size 1225592
|
requirements.txt
ADDED
@@ -0,0 +1,5 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
opencv-python
|
2 |
+
flask
|
3 |
+
flask-cors
|
4 |
+
gradio
|
5 |
+
numpy==1.20.3
|
run.sh
ADDED
@@ -0,0 +1,5 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
#!/bin/bash
|
2 |
+
|
3 |
+
exec ./ocrengine/ttvocrsrv &
|
4 |
+
exec python3 app.py &
|
5 |
+
exec python3 demo.py
|