instant-noodle-webcam.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## WebCam\n",
    "### 반드시 local jupyter notebook에서 실행해주세요\n",
    "torch version: torch 1.8.0 이상\n",
    "종료시: 작업관리자 - python - 작업끝내기"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "id": "dETAmIvOoBbR"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "1.8.2\n"
     ]
    }
   ],
   "source": [
    "# pytorch version check - 1.8.0+ available\n",
    "import torch\n",
    "\n",
    "print(torch.__version__)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "executionInfo": {
     "elapsed": 268,
     "status": "ok",
     "timestamp": 1661625829022,
     "user": {
      "displayName": "조유림",
      "userId": "07204862245565660096"
     },
     "user_tz": -540
    },
    "id": "iRQ3LLJznMak",
    "outputId": "0339936b-9bef-43c5-9542-9079d5b62668"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "C:\\Users\\yoolim\\Documents\\GitHub\\Team3-withUs\\instant-noodle\\yolov5\n"
     ]
    }
   ],
   "source": [
    "%cd ./instant-noodle/yolov5"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "executionInfo": {
     "elapsed": 21907,
     "status": "ok",
     "timestamp": 1661625987612,
     "user": {
      "displayName": "조유림",
      "userId": "07204862245565660096"
     },
     "user_tz": -540
    },
    "id": "wgh0jA-PnSWL",
    "outputId": "34420134-8c12-4394-9bea-a5a898cfe557"
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\u001b[34m\u001b[1mdetect: \u001b[0mweights=['C:\\\\Users\\\\yoolim\\\\Documents\\\\GitHub\\\\Team3-withUs\\\\instant-noodle\\\\yolov5\\\\runs\\\\train\\\\noodle-result5\\\\weights\\\\best.pt'], source=0, data=data\\coco128.yaml, imgsz=[416, 416], conf_thres=0.5, iou_thres=0.45, max_det=1000, device=, view_img=False, save_txt=False, save_conf=False, save_crop=False, nosave=False, classes=None, agnostic_nms=False, augment=False, visualize=False, update=False, project=runs\\detect, name=exp, exist_ok=False, line_thickness=3, hide_labels=False, hide_conf=False, half=False, dnn=False\n",
      "YOLOv5  v6.2-61-gffbce38 Python-3.7.13 torch-1.8.2 CUDA:0 (NVIDIA GeForce RTX 3080, 10240MiB)\n",
      "\n",
      "Fusing layers... \n",
      "YOLOv5s summary: 213 layers, 7228582 parameters, 0 gradients, 16.4 GFLOPs\n",
      "1/1: 0...  Success (inf frames 640x480 at 30.00 FPS)\n",
      "\n",
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      "0: 320x416 (no detections), 0.6ms\n",
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      "0: 320x416 (no detections), 16.5ms\n",
      "0: 320x416 (no detections), 0.0ms\n",
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      "0: 320x416 (no detections), 0.0ms\n",
      "0: 320x416 (no detections), 0.0ms\n",
      "0: 320x416 (no detections), 16.4ms\n",
      "0: 320x416 (no detections), 0.0ms\n",
      "0: 320x416 (no detections), 0.0ms\n",
      "0: 320x416 (no detections), 2.5ms\n"
     ]
    }
   ],
   "source": [
    "# '.\\instant-noodle\\yolov5\\runs\\train\\noodle-result5\\weights\\best.pt'의 절대경로\n",
    "weights_path = 'C:\\\\Users\\\\yoolim\\\\Documents\\\\GitHub\\\\Team3-withUs\\\\instant-noodle\\\\yolov5\\\\runs\\\\train\\\\noodle-result5\\\\weights\\\\best.pt'\n",
    "\n",
    "# model run with webcam\n",
    "!python detect.py --weights \"{weights_path}\" --img 416 --conf 0.5 --source 0"
   ]
  }
 ],
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  "kernelspec": {
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