Created using Colaboratory
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@ -368,7 +368,7 @@
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"colab_type": "text"
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"colab_type": "text"
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},
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},
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"source": [
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"source": [
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"<a href=\"https://colab.research.google.com/github/ultralytics/yolov5/blob/update%2Fnotebook/tutorial.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
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"<a href=\"https://colab.research.google.com/github/ultralytics/yolov5/blob/master/tutorial.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
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]
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]
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},
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},
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{
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{
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@ -412,7 +412,7 @@
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"from yolov5 import utils\n",
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"from yolov5 import utils\n",
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"display = utils.notebook_init() # checks"
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"display = utils.notebook_init() # checks"
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],
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],
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"execution_count": 2,
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"execution_count": null,
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"outputs": [
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"outputs": [
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{
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{
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"output_type": "stream",
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"output_type": "stream",
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@ -1081,6 +1081,27 @@
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],
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],
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"execution_count": null,
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"execution_count": null,
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"outputs": []
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"outputs": []
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},
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{
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"cell_type": "code",
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"metadata": {
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"id": "VTRwsvA9u7ln"
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},
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"source": [
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"# TensorRT \n",
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"# https://developer.nvidia.com/nvidia-tensorrt-download\n",
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"!lsb_release -a # check system\n",
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"%ls /usr/local | grep cuda # check CUDA\n",
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"!wget https://ultralytics.com/assets/TensorRT-8.2.0.6.Linux.x86_64-gnu.cuda-11.4.cudnn8.2.tar.gz # download\n",
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"![ -d /content/TensorRT-8.2.0.6/ ] || tar -C /content/ -zxf ./TensorRT-8.2.0.6.Linux.x86_64-gnu.cuda-11.4.cudnn8.2.tar.gz # unzip\n",
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"%pip list | grep tensorrt || pip install /content/TensorRT-8.2.0.6/python/tensorrt-8.2.0.6-cp37-none-linux_x86_64.whl # install\n",
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"%env LD_LIBRARY_PATH=/usr/local/cuda-11.1/lib64:/content/cuda-11.1/lib64:/content/TensorRT-8.2.0.6/lib:/usr/local/nvidia/lib:/usr/local/nvidia/lib64 # add to path\n",
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"\n",
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"!python export.py --weights yolov5s.pt --include engine --imgsz 640 640 --device 0\n",
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"!python detect.py --weights yolov5s.engine --imgsz 640 640 --device 0"
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],
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"execution_count": null,
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"outputs": []
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}
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}
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]
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]
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}
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}
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