inference.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [],
   "source": [
    "import tensorflow as tf\n",
    "import cv2\n",
    "import numpy as np\n",
    "\n",
    "MODEL_PATH = \"current_best.keras\"\n",
    "TEST_VIDEO_PATH = \"test_videos\"\n",
    "USE_WEBCAM = False\n",
    "IMAGE_SIZE = (254, 254)\n",
    "BATCH_SIZE = 8\n",
    "\n",
    "if (USE_WEBCAM):\n",
    "    video_capture_filepath = 0\n",
    "else:\n",
    "    video_capture_filepath = f\"{TEST_VIDEO_PATH}/test2.mp4\"\n",
    "    \n",
    "RESCALING_FACTOR = 1./0xFF"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2024-09-09 22:18:37.440114: I external/local_xla/xla/stream_executor/cuda/cuda_executor.cc:901] successful NUMA node read from SysFS had negative value (-1), but there must be at least one NUMA node, so returning NUMA node zero. See more at https://github.com/torvalds/linux/blob/v6.0/Documentation/ABI/testing/sysfs-bus-pci#L344-L355\n",
      "2024-09-09 22:18:37.620022: I external/local_xla/xla/stream_executor/cuda/cuda_executor.cc:901] successful NUMA node read from SysFS had negative value (-1), but there must be at least one NUMA node, so returning NUMA node zero. See more at https://github.com/torvalds/linux/blob/v6.0/Documentation/ABI/testing/sysfs-bus-pci#L344-L355\n",
      "2024-09-09 22:18:37.620377: I external/local_xla/xla/stream_executor/cuda/cuda_executor.cc:901] successful NUMA node read from SysFS had negative value (-1), but there must be at least one NUMA node, so returning NUMA node zero. See more at https://github.com/torvalds/linux/blob/v6.0/Documentation/ABI/testing/sysfs-bus-pci#L344-L355\n",
      "2024-09-09 22:18:37.623576: I external/local_xla/xla/stream_executor/cuda/cuda_executor.cc:901] successful NUMA node read from SysFS had negative value (-1), but there must be at least one NUMA node, so returning NUMA node zero. See more at https://github.com/torvalds/linux/blob/v6.0/Documentation/ABI/testing/sysfs-bus-pci#L344-L355\n",
      "2024-09-09 22:18:37.623873: I external/local_xla/xla/stream_executor/cuda/cuda_executor.cc:901] successful NUMA node read from SysFS had negative value (-1), but there must be at least one NUMA node, so returning NUMA node zero. See more at https://github.com/torvalds/linux/blob/v6.0/Documentation/ABI/testing/sysfs-bus-pci#L344-L355\n",
      "2024-09-09 22:18:37.624056: I external/local_xla/xla/stream_executor/cuda/cuda_executor.cc:901] successful NUMA node read from SysFS had negative value (-1), but there must be at least one NUMA node, so returning NUMA node zero. See more at https://github.com/torvalds/linux/blob/v6.0/Documentation/ABI/testing/sysfs-bus-pci#L344-L355\n",
      "2024-09-09 22:18:37.701690: I external/local_xla/xla/stream_executor/cuda/cuda_executor.cc:901] successful NUMA node read from SysFS had negative value (-1), but there must be at least one NUMA node, so returning NUMA node zero. See more at https://github.com/torvalds/linux/blob/v6.0/Documentation/ABI/testing/sysfs-bus-pci#L344-L355\n",
      "2024-09-09 22:18:37.701891: I external/local_xla/xla/stream_executor/cuda/cuda_executor.cc:901] successful NUMA node read from SysFS had negative value (-1), but there must be at least one NUMA node, so returning NUMA node zero. See more at https://github.com/torvalds/linux/blob/v6.0/Documentation/ABI/testing/sysfs-bus-pci#L344-L355\n",
      "2024-09-09 22:18:37.702023: I external/local_xla/xla/stream_executor/cuda/cuda_executor.cc:901] successful NUMA node read from SysFS had negative value (-1), but there must be at least one NUMA node, so returning NUMA node zero. See more at https://github.com/torvalds/linux/blob/v6.0/Documentation/ABI/testing/sysfs-bus-pci#L344-L355\n",
      "2024-09-09 22:18:37.702126: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1929] Created device /job:localhost/replica:0/task:0/device:GPU:0 with 4275 MB memory:  -> device: 0, name: NVIDIA GeForce RTX 4050 Laptop GPU, pci bus id: 0000:01:00.0, compute capability: 8.9\n"
     ]
    }
   ],
   "source": [
    "model = tf.keras.saving.load_model(MODEL_PATH)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "face_cascade = cv2.CascadeClassifier(cv2.data.haarcascades + 'haarcascade_frontalface_default.xml')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.54062176\n",
      "0.55291677\n",
      "0.58843786\n",
      "0.56208324\n",
      "0.5416291\n",
      "0.5398389\n",
      "0.4556194\n",
      "0.47950533\n",
      "0.51554847\n",
      "0.54646355\n",
      "0.5581789\n",
      "0.53709036\n",
      "0.48257244\n",
      "0.6011808\n",
      "0.60508955\n",
      "0.60469806\n",
      "0.6043534\n",
      "0.6048988\n",
      "0.578097\n",
      "0.6313648\n",
      "0.54701304\n",
      "0.6115042\n",
      "0.59979504\n",
      "0.5633745\n",
      "0.6558031\n",
      "0.7212242\n",
      "0.6662441\n",
      "0.572098\n",
      "0.5955746\n",
      "0.6122364\n",
      "0.6087828\n",
      "0.6071611\n",
      "0.60845816\n",
      "0.6418923\n",
      "0.624151\n",
      "0.6379099\n",
      "0.56427836\n",
      "0.5828393\n",
      "0.59194285\n",
      "0.6392573\n",
      "0.6323304\n",
      "0.6660583\n",
      "0.6571925\n",
      "0.6297563\n",
      "0.6459447\n",
      "0.5464848\n",
      "0.5074994\n",
      "0.49251097\n",
      "0.47784394\n",
      "0.65547884\n",
      "0.51235914\n",
      "0.47941482\n",
      "0.51260066\n",
      "0.68050534\n",
      "0.68679607\n",
      "0.6141951\n",
      "0.71877587\n",
      "0.7182136\n",
      "0.6190509\n",
      "0.42657632\n",
      "0.47777772\n",
      "0.4504559\n",
      "0.64559567\n",
      "0.47206438\n",
      "0.36393106\n",
      "0.4319688\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.5505498\n",
      "0.66381097\n",
      "0.539371\n",
      "0.5320101\n",
      "0.56226945\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.4914612\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.60089445\n",
      "0.48238748\n",
      "0.4810084\n",
      "0.49574387\n",
      "0.5222672\n",
      "0.6249969\n",
      "0.85769284\n",
      "0.8346952\n",
      "0.8035361\n",
      "0.64530647\n",
      "0.519672\n",
      "0.5089005\n",
      "0.626837\n",
      "0.68721443\n",
      "0.6926508\n",
      "0.72404134\n",
      "0.6357534\n",
      "0.63520306\n",
      "0.6887115\n",
      "0.71888155\n",
      "0.7231784\n",
      "0.7184507\n",
      "0.74335855\n",
      "0.52861667\n",
      "0.38727352\n",
      "0.31709224\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.28095198\n",
      "0.2881236\n",
      "0.28973553\n",
      "0.37771022\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n",
      "QObject::moveToThread: Current thread (0x55e7adeae6b0) is not the object's thread (0x55e7ae4e93b0).\n",
      "Cannot move to target thread (0x55e7adeae6b0)\n",
      "\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.51787996\n",
      "0.67663\n",
      "0.72607124\n",
      "0.78086007\n",
      "0.84242415\n",
      "0.8630744\n",
      "0.8399484\n",
      "0.78786695\n",
      "0.80501705\n",
      "0.81539196\n",
      "0.78366995\n",
      "0.7689241\n",
      "0.75368595\n",
      "0.74555105\n",
      "0.76867425\n",
      "0.7648712\n",
      "0.7637172\n",
      "0.74543977\n",
      "0.67545897\n",
      "0.686968\n",
      "0.60370827\n",
      "0.4673376\n"
     ]
    }
   ],
   "source": [
    "cap = cv2.VideoCapture(video_capture_filepath)\n",
    "\n",
    "IMAGE_SIZE = (254, 254)\n",
    "def isRealLabel(isReal, mean_score):\n",
    "    if isReal:\n",
    "        return f\"Real, score: {mean_score:.2f}\"\n",
    "    else:\n",
    "        return f\"AI, score: {mean_score:.2f}\"\n",
    "    \n",
    "\n",
    "try:\n",
    "    isReal = True\n",
    "    framelist = np.zeros((10 * BATCH_SIZE, *IMAGE_SIZE, 3))\n",
    "    mean_score = 0\n",
    "    index = 0\n",
    "    while True:\n",
    "        ret, frame = cap.read()\n",
    "        \n",
    "        if not ret:\n",
    "            break\n",
    "\n",
    "        gray_frame = cv2.cvtColor(frame, cv2.COLOR_BGR2GRAY)\n",
    "\n",
    "        faces = face_cascade.detectMultiScale(gray_frame, scaleFactor=1.1, minNeighbors=5, minSize=(32, 32), maxSize=IMAGE_SIZE)\n",
    "\n",
    "        x_st, y_st = 0, 0\n",
    "        for (x, y, w, h) in faces:\n",
    "            \n",
    "            y_padding, x_padding = IMAGE_SIZE[1] - h, IMAGE_SIZE[0] - w\n",
    "            y_st, x_st = int(y - y_padding // 2), int(x - x_padding // 2)\n",
    "            y_end, x_end = int(y + h + (y_padding+1) // 2), int(x + w + (x_padding+1) // 2)\n",
    "            \n",
    "            if x_st < 0 or y_st < 0:\n",
    "                continue\n",
    "            \n",
    "            cv2.rectangle(frame, (x_st, y_st), (x_end, y_end), (255, 0, 0), 2)\n",
    "            \n",
    "            face_frame = np.asarray(frame[y_st: y_end, x_st: x_end] * RESCALING_FACTOR)\n",
    "            framelist[index] = face_frame\n",
    "            index += 1\n",
    "\n",
    "            cv2.putText(frame, isRealLabel(isReal, mean_score), (x_st, y_st), cv2.FONT_HERSHEY_DUPLEX, 1, [0, 0, 255], 2)\n",
    "        cv2.imshow('Live Video Stream', frame)\n",
    "        \n",
    "        if cv2.waitKey(1) & 0xFF == ord('q'):\n",
    "            break\n",
    "        \n",
    "        if index >= BATCH_SIZE:\n",
    "            mean_score = np.mean(model.predict(framelist[:index], verbose=0))\n",
    "            index = 0\n",
    "            print(mean_score)\n",
    "            isReal = mean_score > 0.65\n",
    "            framelist = np.zeros((10 * BATCH_SIZE, *IMAGE_SIZE, 3))\n",
    "            \n",
    "\n",
    "        \n",
    "finally:\n",
    "    cap.release()\n",
    "    cv2.destroyAllWindows()"
   ]
  }
 ],
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