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{
"cells": [
{
"cell_type": "markdown",
"metadata": {
"id": "FIzICjaph_Wy"
},
"source": [
"<a align=\"center\" href=\"https://ultralytics.com/hub\" target=\"_blank\">\n",
"<img width=\"1024\", src=\"https://github.com/ultralytics/assets/raw/main/im/ultralytics-hub.png\"></a>\n",
"\n",
"<div align=\"center\">\n",
"\n",
"[中文](https://docs.ultralytics.com/zh/hub/) | [한국어](https://docs.ultralytics.com/ko/hub/) | [日本語](https://docs.ultralytics.com/ja/hub/) | [Русский](https://docs.ultralytics.com/ru/hub/) | [Deutsch](https://docs.ultralytics.com/de/hub/) | [Français](https://docs.ultralytics.com/fr/hub/) | [Español](https://docs.ultralytics.com/es/hub/) | [Português](https://docs.ultralytics.com/pt/hub/) | [Türkçe](https://docs.ultralytics.com/tr/hub/) | [Tiếng Việt](https://docs.ultralytics.com/vi/hub/) | [العربية](https://docs.ultralytics.com/ar/hub/)\n",
"\n",
" <a href=\"https://github.com/ultralytics/hub/actions/workflows/ci.yml\"><img src=\"https://github.com/ultralytics/hub/actions/workflows/ci.yml/badge.svg\" alt=\"CI CPU\"></a>\n",
" <a href=\"https://colab.research.google.com/github/ultralytics/hub/blob/main/hub.ipynb\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"></a>\n",
"\n",
" <a href=\"https://ultralytics.com/discord\"><img alt=\"Discord\" src=\"https://img.shields.io/discord/1089800235347353640?logo=discord&logoColor=white&label=Discord&color=blue\"></a>\n",
" <a href=\"https://community.ultralytics.com\"><img alt=\"Ultralytics Forums\" src=\"https://img.shields.io/discourse/users?server=https%3A%2F%2Fcommunity.ultralytics.com&logo=discourse&label=Forums&color=blue\"></a>\n",
" <a href=\"https://reddit.com/r/ultralytics\"><img alt=\"Ultralytics Reddit\" src=\"https://img.shields.io/reddit/subreddit-subscribers/ultralytics?style=flat&logo=reddit&logoColor=white&label=Reddit&color=blue\"></a>\n",
"\n",
"Welcome to the [Ultralytics](https://ultralytics.com/) HUB notebook!\n",
"\n",
"This notebook allows you to train Ultralytics [YOLO](https://github.com/ultralytics/ultralytics) 🚀 models using [HUB](https://hub.ultralytics.com/). Please browse the HUB <a href=\"https://docs.ultralytics.com/hub/\">Docs</a> for details, raise an issue on <a href=\"https://github.com/ultralytics/hub/issues/new/choose\">GitHub</a> for support, and join our <a href=\"https://ultralytics.com/discord\">Discord</a> community for questions and discussions!\n",
"</div>"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "eRQ2ow94MiOv"
},
"source": [
"# Setup\n",
"\n",
"Pip install `ultralytics` and [dependencies](https://github.com/ultralytics/ultralytics/blob/main/pyproject.toml) and check software and hardware.\n",
"\n",
"[](https://pypi.org/project/ultralytics/) [](https://www.pepy.tech/projects/ultralytics) [](https://pypi.org/project/ultralytics/)"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "FyDnXd-n4c7Y",
"outputId": "e1d713ec-e8a6-4422-fe61-c76ec9f03df5"
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Ultralytics 8.2.3 🚀 Python-3.10.12 torch-2.2.1+cu121 CUDA:0 (T4, 15102MiB)\n",
"Setup complete ✅ (2 CPUs, 12.7 GB RAM, 28.8/78.2 GB disk)\n"
]
}
],
"source": [
"%pip install ultralytics # install\n",
"from ultralytics import YOLO, checks, hub\n",
"\n",
"checks() # checks"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "cQ9BwaAqxAm4"
},
"source": [
"# Start\n",
"\n",
"⚡ Login with your API key, load your YOLO 🚀 model and start training in 3 lines of code!"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"id": "XSlZaJ9Iw_iZ"
},
"outputs": [],
"source": [
"# Log in to HUB using your API key (https://hub.ultralytics.com/settings?tab=api+keys)\n",
"hub.login(\"YOUR_API_KEY\")\n",
"\n",
"# Load your model from HUB (replace 'YOUR_MODEL_ID' with your model ID)\n",
"model = YOLO(\"https://hub.ultralytics.com/models/YOUR_MODEL_ID\")\n",
"\n",
"# Train the model\n",
"results = model.train()"
]
}
],
"metadata": {
"accelerator": "GPU",
"colab": {
"name": "Ultralytics HUB",
"provenance": []
},
"kernelspec": {
"display_name": "Python 3",
"name": "python3"
},
"language_info": {
"name": "python"
}
},
"nbformat": 4,
"nbformat_minor": 0
}
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