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app.py
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app.py
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import sys
sys.path.append('.')
from flask import Flask, request, jsonify
from time import gmtime, strftime
import os
import base64
import json
import cv2
import numpy as np
from facewrapper.facewrapper import ttv_version
from facewrapper.facewrapper import ttv_get_hwid
from facewrapper.facewrapper import ttv_init
from facewrapper.facewrapper import ttv_init_offline
from facewrapper.facewrapper import ttv_detect_face
app = Flask(__name__)
app.config['SITE'] = "http://0.0.0.0:8000/"
app.config['DEBUG'] = False
licenseKey = "XXXXX-XXXXX-XXXXX-XXXXX"
licensePath = "license.txt"
modelFolder = os.path.abspath(os.path.dirname(__file__)) + '/facewrapper/dict'
version = ttv_version()
print("version: ", version.decode('utf-8'))
ret = ttv_init(modelFolder.encode('utf-8'), licenseKey.encode('utf-8'))
if ret != 0:
print(f"online init failed: {ret}");
hwid = ttv_get_hwid()
print("hwid: ", hwid.decode('utf-8'))
ret = ttv_init_offline(modelFolder.encode('utf-8'), licensePath.encode('utf-8'))
if ret != 0:
print(f"offline init failed: {ret}")
exit(-1)
else:
print(f"offline init ok")
else:
print(f"online init ok")
@app.route('/api/liveness', methods=['POST'])
def check_liveness():
file = request.files['image']
image = cv2.imdecode(np.fromstring(file.read(), np.uint8), cv2.IMREAD_COLOR)
faceRect = np.zeros([4], dtype=np.int32)
livenessScore = np.zeros([1], dtype=np.double)
angles = np.zeros([3], dtype=np.double)
ret = ttv_detect_face(image, image.shape[1], image.shape[0], faceRect, livenessScore, angles)
if ret == -1:
result = "license error!"
elif ret == -2:
result = "init error!"
elif ret == 0:
result = "no face detected!"
elif ret > 1:
result = "multiple face detected!"
elif faceRect[0] < 0 or faceRect[1] < 0 or faceRect[2] >= image.shape[1] or faceRect[2] >= image.shape[0]:
result = "faace is in boundary!"
elif livenessScore[0] > 0:
result = "genuine"
else:
result = "spoof"
status = "ok"
response = jsonify({"status": status, "data": {"result": result, "face_rect": {"x": int(faceRect[0]), "y": int(faceRect[1]), "w": int(faceRect[2] - faceRect[0] + 1), "h" : int(faceRect[3] - faceRect[1] + 1)}, "liveness_score": livenessScore[0],
"angles": {"yaw": angles[0], "roll": angles[1], "pitch": angles[2]}}})
response.status_code = 200
response.headers["Content-Type"] = "application/json; charset=utf-8"
return response
@app.route('/api/liveness_base64', methods=['POST'])
def check_liveness_base64():
content = request.get_json()
imageBase64 = content['image']
image = cv2.imdecode(np.frombuffer(base64.b64decode(imageBase64), dtype=np.uint8), cv2.IMREAD_COLOR)
faceRect = np.zeros([4], dtype=np.int32)
livenessScore = np.zeros([1], dtype=np.double)
angles = np.zeros([3], dtype=np.double)
ret = ttv_detect_face(image, image.shape[1], image.shape[0], faceRect, livenessScore, angles)
if ret == -1:
result = "license error!"
elif ret == -2:
result = "init error!"
elif ret == 0:
result = "no face detected!"
elif ret > 1:
result = "multiple face detected!"
elif faceRect[0] < 0 or faceRect[1] < 0 or faceRect[2] >= image.shape[1] or faceRect[2] >= image.shape[0]:
result = "faace is in boundary!"
elif livenessScore[0] > 0:
result = "genuine"
else:
result = "spoof"
status = "ok"
response = jsonify({"status": status, "data": {"result": result, "face_rect": {"x": int(faceRect[0]), "y": int(faceRect[1]), "w": int(faceRect[2] - faceRect[0] + 1), "h" : int(faceRect[3] - faceRect[1] + 1)}, "liveness_score": livenessScore[0],
"angles": {"yaw": angles[0], "roll": angles[1], "pitch": angles[2]}}})
response.status_code = 200
response.headers["Content-Type"] = "application/json; charset=utf-8"
return response
if __name__ == '__main__':
port = int(os.environ.get("PORT", 8000))
app.run(host='0.0.0.0', port=port)