You can not select more than 25 topics
Topics must start with a letter or number, can include dashes ('-') and can be up to 35 characters long.
115 lines
4.8 KiB
115 lines
4.8 KiB
{ |
|
"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.yaml\"><img src=\"https://github.com/ultralytics/hub/actions/workflows/ci.yaml/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://pepy.tech/project/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 |
|
}
|
|
|