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},
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {
"id": "2b3o9BWJYNs1"
},
"outputs": [],
"source": [
"#!git clone https://github.com/huggingface/community-events.git"
]
},
{
"cell_type": "code",
"source": [
"#%cd community-events"
],
"metadata": {
"id": "yj4j5Wy7Y3Az"
},
"execution_count": 2,
"outputs": []
},
{
"cell_type": "code",
"source": [
"#!pip install ."
],
"metadata": {
"id": "0P5f9yq0Y78K"
},
"execution_count": 3,
"outputs": []
},
{
"cell_type": "code",
"source": [
"from huggingface_hub import notebook_login\n",
"\n",
"notebook_login()"
],
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/",
"height": 414,
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"outputs": [
{
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"data": {
"text/plain": [
"VBox(children=(HTML(value=' =2.19.0 in /usr/local/lib/python3.7/dist-packages (from datasets) (2.23.0)\n",
"Requirement already satisfied: responses<0.19 in /usr/local/lib/python3.7/dist-packages (from datasets) (0.18.0)\n",
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"Requirement already satisfied: multiprocess in /usr/local/lib/python3.7/dist-packages (from datasets) (0.70.12.2)\n",
"Requirement already satisfied: fsspec[http]>=2021.05.0 in /usr/local/lib/python3.7/dist-packages (from datasets) (2022.3.0)\n",
"Requirement already satisfied: pandas in /usr/local/lib/python3.7/dist-packages (from datasets) (1.3.5)\n",
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"Requirement already satisfied: numpy>=1.17 in /usr/local/lib/python3.7/dist-packages (from datasets) (1.21.5)\n",
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"Requirement already satisfied: filelock in /usr/local/lib/python3.7/dist-packages (from huggingface-hub<1.0.0,>=0.1.0->datasets) (3.6.0)\n",
"Requirement already satisfied: pyyaml in /usr/local/lib/python3.7/dist-packages (from huggingface-hub<1.0.0,>=0.1.0->datasets) (3.13)\n",
"Requirement already satisfied: typing-extensions>=3.7.4.3 in /usr/local/lib/python3.7/dist-packages (from huggingface-hub<1.0.0,>=0.1.0->datasets) (3.10.0.2)\n",
"Requirement already satisfied: pyparsing!=3.0.5,>=2.0.2 in /usr/local/lib/python3.7/dist-packages (from packaging->datasets) (3.0.7)\n",
"Requirement already satisfied: certifi>=2017.4.17 in /usr/local/lib/python3.7/dist-packages (from requests>=2.19.0->datasets) (2021.10.8)\n",
"Requirement already satisfied: idna<3,>=2.5 in /usr/local/lib/python3.7/dist-packages (from requests>=2.19.0->datasets) (2.10)\n",
"Requirement already satisfied: urllib3!=1.25.0,!=1.25.1,<1.26,>=1.21.1 in /usr/local/lib/python3.7/dist-packages (from requests>=2.19.0->datasets) (1.25.11)\n",
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"Requirement already satisfied: yarl<2.0,>=1.0 in /usr/local/lib/python3.7/dist-packages (from aiohttp->datasets) (1.7.2)\n",
"Requirement already satisfied: asynctest==0.13.0 in /usr/local/lib/python3.7/dist-packages (from aiohttp->datasets) (0.13.0)\n",
"Requirement already satisfied: attrs>=17.3.0 in /usr/local/lib/python3.7/dist-packages (from aiohttp->datasets) (21.4.0)\n",
"Requirement already satisfied: zipp>=0.5 in /usr/local/lib/python3.7/dist-packages (from importlib-metadata->datasets) (3.7.0)\n",
"Requirement already satisfied: python-dateutil>=2.7.3 in /usr/local/lib/python3.7/dist-packages (from pandas->datasets) (2.8.2)\n",
"Requirement already satisfied: pytz>=2017.3 in /usr/local/lib/python3.7/dist-packages (from pandas->datasets) (2018.9)\n",
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]
}
]
},
{
"cell_type": "code",
"source": [
"from datasets import load_dataset, list_datasets"
],
"metadata": {
"id": "5wNk5LURmRbj"
},
"execution_count": 7,
"outputs": []
},
{
"cell_type": "code",
"source": [
"!pip install opendatasets --upgrade --quiet"
],
"metadata": {
"id": "zwXcDhbgrpQp"
},
"execution_count": 8,
"outputs": []
},
{
"cell_type": "code",
"source": [
"import opendatasets as od\n",
"\n",
"dataset_url = 'https://www.kaggle.com/splcher/animefacedataset'\n",
"od.download(dataset_url)"
],
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "PndE-VWursVp",
"outputId": "b4bbaed0-febc-4d1e-b6ed-52dec817625b"
},
"execution_count": 10,
"outputs": [
{
"output_type": "stream",
"name": "stdout",
"text": [
"Please provide your Kaggle credentials to download this dataset. Learn more: http://bit.ly/kaggle-creds\n",
"Your Kaggle username: drishtishrma\n",
"Your Kaggle Key: ··········\n",
"Downloading animefacedataset.zip to ./animefacedataset\n"
]
},
{
"output_type": "stream",
"name": "stderr",
"text": [
"100%|██████████| 395M/395M [00:02<00:00, 158MB/s]\n"
]
},
{
"output_type": "stream",
"name": "stdout",
"text": [
"\n"
]
}
]
},
{
"cell_type": "code",
"source": [
"dataset = load_dataset(\"imagefolder\", data_dir=\"animefacedataset\")"
],
"metadata": {
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"height": 868,
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},
"id": "rI_3FRKnkH6-",
"outputId": "bf5b0032-1458-4190-9c99-ea6b2e007893"
},
"execution_count": 11,
"outputs": [
{
"output_type": "display_data",
"data": {
"text/plain": [
"Resolving data files: 0%| | 0/63565 [00:00