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104 lines
3.5 KiB
104 lines
3.5 KiB
{
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"nbformat": 4,
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"nbformat_minor": 0,
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"metadata": {
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"colab": {
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"name": "Ultralytics HUB",
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"provenance": []
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},
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"kernelspec": {
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"name": "python3",
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"display_name": "Python 3"
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},
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"language_info": {
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"name": "python"
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},
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"accelerator": "GPU"
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},
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"cells": [
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{
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"cell_type": "markdown",
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"metadata": {
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"id": "FIzICjaph_Wy"
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},
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"source": [
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"<a align=\"center\" href=\"https://hub.ultralytics.com\" target=\"_blank\">\n",
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"<img width=\"1024\", src=\"https://github.com/ultralytics/assets/raw/main/im/ultralytics-hub.png\"></a>\n",
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"\n",
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"<div align=\"center\">\n",
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" <a href=\"https://github.com/ultralytics/ultralytics/actions/workflows/ci.yaml\">\n",
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" <img src=\"https://github.com/ultralytics/ultralytics/actions/workflows/ci.yaml/badge.svg\" alt=\"CI CPU\"></a>\n",
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" <a href=\"https://colab.research.google.com/github/ultralytics/ultralytics/blob/main/examples/hub.ipynb\">\n",
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" <img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"></a>\n",
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"\n",
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"Welcome to the [Ultralytics](https://ultralytics.com/) HUB notebook! \n",
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"\n",
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"This notebook allows you to train [YOLOv5](https://github.com/ultralytics/yolov5) and [YOLOv8](https://github.com/ultralytics/ultralytics) 🚀 models using [HUB](https://hub.ultralytics.com/). Please browse the YOLOv8 <a href=\"https://docs.ultralytics.com\">Docs</a> for details, raise an issue on <a href=\"https://github.com/ultralytics/ultralytics/issues/new/choose\">GitHub</a> for support, and join our <a href=\"https://discord.gg/2wNGbc6g9X\">Discord</a> community for questions and discussions!\n",
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"</div>"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {
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"id": "eRQ2ow94MiOv"
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},
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"source": [
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"# Setup\n",
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"\n",
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"Pip install `ultralytics` and [dependencies](https://github.com/ultralytics/ultralytics/blob/main/requirements.txt) and check software and hardware."
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]
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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": "FyDnXd-n4c7Y",
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"colab": {
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"base_uri": "https://localhost:8080/"
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},
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"outputId": "22dcbc27-9c6f-44fb-9745-620431f93793"
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},
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"source": [
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"%pip install ultralytics # install\n",
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"from ultralytics import YOLO, checks, hub\n",
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"checks() # checks"
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],
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"execution_count": null,
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"outputs": [
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{
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"output_type": "stream",
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"name": "stderr",
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"text": [
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"Ultralytics YOLOv8.0.64 🚀 Python-3.9.16 torch-2.0.0+cu118 CUDA:0 (Tesla T4, 15102MiB)\n",
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"Setup complete ✅ (2 CPUs, 12.7 GB RAM, 28.3/166.8 GB disk)\n"
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]
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}
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {
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"id": "cQ9BwaAqxAm4"
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},
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"source": [
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"# Start\n",
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"\n",
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"Login with your [API key](https://hub.ultralytics.com/settings?tab=api+keys), select your YOLO 🚀 model and start training!"
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]
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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": "XSlZaJ9Iw_iZ"
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},
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"source": [
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"hub.login('API_KEY') # use your API key\n",
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"\n",
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"model = YOLO('https://hub.ultralytics.com/MODEL_ID') # use your model URL\n",
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"model.train() # train model"
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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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