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ieemoo-ai-zhanting.py

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+# -*- coding: utf-8 -*-
+from flask import request, Flask
+import numpy as np
+import json
+import time
+import cv2, base64
+import argparse
+import sys, os
+import torch
+from PIL import Image
+import datetime
+from torchvision import transforms
+# from models.modeling import VisionTransformer, CONFIGS
+from gevent.pywsgi import WSGIServer
+sys.path.insert(0, ".")
+
+import detect
+
+app = Flask(__name__)
+app.use_reloader=False
+
+parser = argparse.ArgumentParser()
+parser.add_argument('--weights', nargs='+', type=str, default='runs/zhanting/yolov5l_finetune/exp/weights/best.pt', help='model.pt path(s)')
+parser.add_argument('--source', type=str, default='data/images/1.jpg', help='source')  # file/folder, 0 for webcam
+parser.add_argument('--img-size', type=int, default=640, help='inference size (pixels)')
+parser.add_argument('--conf-thres', type=float, default=0.25, help='object confidence threshold')
+parser.add_argument('--iou-thres', type=float, default=0.45, help='IOU threshold for NMS')
+parser.add_argument('--device', default='', help='cuda device, i.e. 0 or 0,1,2,3 or cpu')
+parser.add_argument('--view-img', type=bool, default=True, help='display results')
+parser.add_argument('--save-txt', type=bool, default=True, help='save results to *.txt')
+parser.add_argument('--save-conf', type=bool, default=True, help='save confidences in --save-txt labels')
+parser.add_argument('--nosave', type=bool, default=True, help='do not save images/videos')
+parser.add_argument('--classes', nargs='+', type=int, help='filter by class: --class 0, or --class 0 2 3')
+parser.add_argument('--agnostic-nms', type=bool, default=True, help='class-agnostic NMS')
+parser.add_argument('--augment', type=bool, default=True, help='augmented inference')
+parser.add_argument('--update', type=bool, default=True, help='update all models')
+parser.add_argument('--project', default='runs/detect', help='save results to project/name')
+parser.add_argument('--name', default='exp', help='save results to project/name')
+parser.add_argument('--exist-ok', type=bool, default=True, help='existing project/name ok, do not increment')
+
+opt = parser.parse_args()
+#opt, unknown = parser.parse_known_args()
+@app.route("/zhanting", methods=['POST'])
+def get_isempty():
+    start = time.time()
+    data = request.get_data()
+    ip = request.remote_addr
+    print('------ ip = %s ------' % ip)
+
+    json_data = json.loads(data.decode("utf-8"))
+#    getdateend = time.time()
+ #   print('get date use time: {0:.2f}s'.format(getdateend - start))
+
+    pic = json_data.get("file")
+    result = {"success": "false",
+              "rst_cls": '-1',
+              }
+    
+    imgdata = base64.b64decode(pic)
+    image_path = 'data/images/1.jpg'
+    file = open(image_path, 'wb')
+    file.write(imgdata)
+    pred = detect.detect(opt)
+    print('pred', pred)
+    getdateend = time.time()
+    now_time = datetime.datetime.now()
+    print('now_time', now_time)	
+    print('get date use time: {0:.2f}s'.format(getdateend - start))
+    
+    return repr(pred)
+
+
+
+if __name__ == "__main__":
+    app.run()
+    #http_server = WSGIServer(('0.0.0.0', 8083), app)
+    #http_server.serve_forever()
+
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