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2022-235 Vehicle parking system
Commit 99bbafcd authored by Alahakoon K.M.R.A.B's avatar Alahakoon K.M.R.A.B
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Merge branch 'IT18203004' into 'master' 

It18203004 to merge Master

See merge request !7
parents 4fd4466f 80bc90a4
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Showing with 197 additions and 18 deletions
.idea/inspectionProfiles/Project_Default.xml 0 → 100644
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.idea/inspectionProfiles/profiles_settings.xml 0 → 100644
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api.py 0 → 100644
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from flask import Flask, request
from flask_cors import CORS
import json
import cv2
import base64
import component_1.slot_detector as slot_detector
import component_1.waiting_time_pred as waiting_time_pred
import component_2.parking_violation as parking_violation_obj
import component_3.video_tester as number_plate_detector
import component_3.parking_traffic_pred as parking_traffic_pred
import component_4.human_action_detector as human_action_detector
app = Flask(__name__)
CORS(app)
@app.route('/slot_availability', methods=['GET', 'POST'])
def slot_availability():
slot_list = slot_detector.get_number_of_space()
return_str = '{ '
for i in range(0, 12):
return_str += '"' + str(i) + '" : ' + str(slot_list[i]) + ','
return_str += ' "average_waiting_time" : ' + str(waiting_time_pred.get_waiting_time()) + '}'
print(return_str)
return json.loads(return_str)
@app.route('/parking_violation', methods=['GET', 'POST'])
def parking_violation():
if parking_violation_obj.is_vehicle_parked_correctly():
return_str = ' { "status" : 1 }'
else:
return_str = ' { "status" : 0 }'
return json.loads(return_str)
@app.route('/enternce', methods=['GET', 'POST'])
def enternce():
number_plate = number_plate_detector.get_number_plate()
return_str = '{ "number_plate" : "' + str(number_plate) + '", "type" : "car" }'
return json.loads(return_str)
@app.route('/traffic', methods=['GET', 'POST'])
def traffic():
traffic_data = parking_traffic_pred.get_traffic_next_week()
return_str = '{ "parking_traffic_next_week" : ['
for i in range(len(traffic_data)):
if i == len(traffic_data) - 1:
return_str += str(traffic_data[i])
else:
return_str += str(traffic_data[i]) + ', '
return_str += ']}'
return json.loads(return_str)
@app.route('/threat', methods=['GET', 'POST'])
def threat():
if human_action_detector.get_human_thred_temp():
return_str = '{ "status" : 1 }'
else:
return_str = '{ "status" : 0 }'
return json.loads(return_str)
@app.route('/image', methods=['GET', 'POST'])
def image():
return_str = '{ "base64_image" : "' + str(get_base_64()) + '" }'
return json.loads(return_str)
def get_base_64():
img = cv2.imread('test.jpg')
retval, buffer = cv2.imencode('.jpg', img)
jpg_as_text = base64.b64encode(buffer)
return jpg_as_text
if __name__ == '__main__':
app.run(host="0.0.0.0", port=3000, debug=True)
readme.txt 0 → 100644
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pip install scikit-learn opencv-python mediapipe torch torchvision torchaudio statsmodels pmdarima
pip install opencv-python==4.5.5.64
save.png 0 → 100644
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save.png

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test.jpg 0 → 100644
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test.jpg

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test_api.py 0 → 100644
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from flask import Flask, request
from flask_cors import CORS
import json
app = Flask(__name__)
CORS(app)
@app.route('/slot_availability', methods=['GET', 'POST'])
def slot_availability():
return_str = '{ "1" : 0, "2" : 1,"3" : 0,"4" : 1,"5" : 1,"6" : 1,"7" : 0,"8" : 1,"9" : 0,"10" : 0, }'
return json.loads(return_str)
@app.route('/parking_violation', methods=['GET', 'POST'])
def parking_violation():
return_str = ' { "status" : 1" }'
return json.loads(return_str)
@app.route('/enternce', methods=['GET', 'POST'])
def enternce():
return_str = '{ "number_plate" : "KS-9908", "type" : "car" }'
return json.loads(return_str)
@app.route('/threat', methods=['GET', 'POST'])
def threat():
return_str = '{ "status" : 1 }'
return json.loads(return_str)
if __name__ == '__main__':
app.run(host="0.0.0.0", port=5000, debug=True)
yolov5s.pt 0 → 100644
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