wko-on-cloud-n/research.ipynb
2022-02-15 01:06:55 +01:00

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Plaintext

{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"import shutil\n",
"import matplotlib.pyplot as plt\n",
"import numpy as np\n",
"import pandas as pd\n",
"from pandas_path import path # noqa\n",
"from pathlib import Path\n",
"from PIL import Image\n",
"import pytorch_lightning as pl\n",
"import torch"
]
},
{
"cell_type": "markdown",
"metadata": {
"tags": []
},
"source": [
"<a id=\"explore-the-data\"></a>\n",
"\n",
"### Explore the data"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"DATA_DIR = Path(\"data\")\n",
"TRAIN_FEATURES = DATA_DIR / \"train_features\"\n",
"TRAIN_LABELS = DATA_DIR / \"train_labels\"\n",
"\n",
"assert TRAIN_FEATURES.exists()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"The training data consists of 11,748 \"chips\". Each chip is imagery of a specific area captured at a specific point in time. There are four images associated with each chip in the competition data. Each image within a chip captures light from a different range of wavelengths, or \"band\". For example, the B02 band for each chip shows the strengh of visible blue light, which has a wavelength around 492 nanometers (nm). The bands provided are:\n",
"\n",
"\n",
"<table border=\"1\" class=\"table\" style=\"width:70%; margin-left:auto; margin-right:auto\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th>Band</th>\n",
" <th>Description</th>\n",
" <th>Center wavelength</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <td>B02</td>\n",
" <td>Blue visible light</td>\n",
" <td>497 nm</td>\n",
" </tr>\n",
" <tr>\n",
" <td>B03</td>\n",
" <td>Green visible light</td>\n",
" <td>560 nm</td>\n",
" </tr>\n",
" <tr>\n",
" <td>B04</td>\n",
" <td>Red visible light</td>\n",
" <td>665 nm</td>\n",
" </tr>\n",
" <tr>\n",
" <td>B08</td>\n",
" <td>Near infrared light</td>\n",
" <td>835 nm</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [],
"source": [
"BANDS = [\"B02\", \"B03\", \"B04\", \"B08\"]"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"#### Metadata"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Let's start by looking at the metadata for the train and test sets, to understand what the images in this competition capture."
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>chip_id</th>\n",
" <th>location</th>\n",
" <th>datetime</th>\n",
" <th>cloudpath</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>adwp</td>\n",
" <td>Chifunfu</td>\n",
" <td>2020-04-29T08:20:47Z</td>\n",
" <td>az://./train_features/adwp</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>adwu</td>\n",
" <td>Chifunfu</td>\n",
" <td>2020-04-29T08:20:47Z</td>\n",
" <td>az://./train_features/adwu</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>adwz</td>\n",
" <td>Chifunfu</td>\n",
" <td>2020-04-29T08:20:47Z</td>\n",
" <td>az://./train_features/adwz</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>adxp</td>\n",
" <td>Chifunfu</td>\n",
" <td>2020-04-29T08:20:47Z</td>\n",
" <td>az://./train_features/adxp</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>aeaj</td>\n",
" <td>Chifunfu</td>\n",
" <td>2020-04-29T08:20:47Z</td>\n",
" <td>az://./train_features/aeaj</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" chip_id location datetime cloudpath\n",
"0 adwp Chifunfu 2020-04-29T08:20:47Z az://./train_features/adwp\n",
"1 adwu Chifunfu 2020-04-29T08:20:47Z az://./train_features/adwu\n",
"2 adwz Chifunfu 2020-04-29T08:20:47Z az://./train_features/adwz\n",
"3 adxp Chifunfu 2020-04-29T08:20:47Z az://./train_features/adxp\n",
"4 aeaj Chifunfu 2020-04-29T08:20:47Z az://./train_features/aeaj"
]
},
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"train_meta = pd.read_csv(DATA_DIR / \"On_Cloud_N_Cloud_Cover_Detection_Challenge_-_train_metadata.csv.csv\")\n",
"train_meta.head()"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"chip_id 11748\n",
"location 81\n",
"datetime 91\n",
"dtype: int64"
]
},
"execution_count": 5,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# how many different chip ids, locations, and datetimes are there?\n",
"train_meta[[\"chip_id\", \"location\", \"datetime\"]].nunique()"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [],
"source": [
"train_location_counts = (\n",
" train_meta.groupby(\"location\")[\"chip_id\"].nunique().sort_values(ascending=False)\n",
")"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
{
"data": {
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",
"text/plain": [
"<Figure size 1440x576 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"n = 50\n",
"plt.figure(figsize=(20, 8))\n",
"train_location_counts.head(n).plot(kind=\"bar\", color=\"lightgray\")\n",
"plt.xticks(rotation=90)\n",
"plt.xlabel(\"Location\")\n",
"plt.ylabel(\"Number of Chips\")\n",
"plt.title(f\"Number of Train Chips by Location (Top {n})\")\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"The train and test images are from all over the world! Location names can be countries (eg. Eswatini), cities (eg. Lusaka), or broader regions of a country (eg. Australia - Central). [Sentinel-2](https://sentinel.esa.int/web/sentinel/missions/sentinel-2/observation-scenario) flies over the part of the Earth between 56° South and 82.8° North, between Cape Horn and slightly north of Greenland, so our observations are all between these two latitudes. The chips are mostly in Africa and South America, with some in Australia too.\n",
"\n",
"We also have a timestamp for each chip. What is the time range in the data?"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>chip_count</th>\n",
" </tr>\n",
" <tr>\n",
" <th>year-month</th>\n",
" <th></th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>April-2019</th>\n",
" <td>220</td>\n",
" </tr>\n",
" <tr>\n",
" <th>April-2020</th>\n",
" <td>995</td>\n",
" </tr>\n",
" <tr>\n",
" <th>August-2019</th>\n",
" <td>9</td>\n",
" </tr>\n",
" <tr>\n",
" <th>August-2020</th>\n",
" <td>1576</td>\n",
" </tr>\n",
" <tr>\n",
" <th>December-2019</th>\n",
" <td>159</td>\n",
" </tr>\n",
" <tr>\n",
" <th>February-2019</th>\n",
" <td>335</td>\n",
" </tr>\n",
" <tr>\n",
" <th>January-2020</th>\n",
" <td>6</td>\n",
" </tr>\n",
" <tr>\n",
" <th>July-2020</th>\n",
" <td>690</td>\n",
" </tr>\n",
" <tr>\n",
" <th>June-2020</th>\n",
" <td>555</td>\n",
" </tr>\n",
" <tr>\n",
" <th>March-2018</th>\n",
" <td>24</td>\n",
" </tr>\n",
" <tr>\n",
" <th>March-2020</th>\n",
" <td>334</td>\n",
" </tr>\n",
" <tr>\n",
" <th>May-2020</th>\n",
" <td>491</td>\n",
" </tr>\n",
" <tr>\n",
" <th>November-2018</th>\n",
" <td>143</td>\n",
" </tr>\n",
" <tr>\n",
" <th>November-2019</th>\n",
" <td>150</td>\n",
" </tr>\n",
" <tr>\n",
" <th>October-2018</th>\n",
" <td>159</td>\n",
" </tr>\n",
" <tr>\n",
" <th>September-2019</th>\n",
" <td>142</td>\n",
" </tr>\n",
" <tr>\n",
" <th>September-2020</th>\n",
" <td>5760</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" chip_count\n",
"year-month \n",
"April-2019 220\n",
"April-2020 995\n",
"August-2019 9\n",
"August-2020 1576\n",
"December-2019 159\n",
"February-2019 335\n",
"January-2020 6\n",
"July-2020 690\n",
"June-2020 555\n",
"March-2018 24\n",
"March-2020 334\n",
"May-2020 491\n",
"November-2018 143\n",
"November-2019 150\n",
"October-2018 159\n",
"September-2019 142\n",
"September-2020 5760"
]
},
"execution_count": 8,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"train_meta[\"datetime\"] = pd.to_datetime(train_meta[\"datetime\"])\n",
"train_meta[\"year\"] = train_meta.datetime.dt.year\n",
"train_meta[\"year-month\"] = train_meta.datetime.dt.strftime('%B-%Y')\n",
"\n",
"train_meta.groupby(\"year-month\")[[\"chip_id\"]].nunique().sort_index().rename(\n",
" columns={\"chip_id\": \"chip_count\"}\n",
")"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"(Timestamp('2018-03-07 08:46:02+0000', tz='UTC'),\n",
" Timestamp('2020-09-14 08:28:49+0000', tz='UTC'))"
]
},
"execution_count": 9,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"train_meta[\"datetime\"].min(), train_meta[\"datetime\"].max()"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th></th>\n",
" <th>chip_count</th>\n",
" </tr>\n",
" <tr>\n",
" <th>location</th>\n",
" <th>datetime</th>\n",
" <th></th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>South America - Brazil</th>\n",
" <th>2020-09-06 15:02:37+00:00</th>\n",
" <td>261</td>\n",
" </tr>\n",
" <tr>\n",
" <th>Port Gentil</th>\n",
" <th>2020-09-08 09:50:58+00:00</th>\n",
" <td>223</td>\n",
" </tr>\n",
" <tr>\n",
" <th>Uganda</th>\n",
" <th>2019-04-25 08:29:37+00:00</th>\n",
" <td>220</td>\n",
" </tr>\n",
" <tr>\n",
" <th>Australia - Central</th>\n",
" <th>2020-08-11 01:24:00+00:00</th>\n",
" <td>209</td>\n",
" </tr>\n",
" <tr>\n",
" <th>Malabo</th>\n",
" <th>2020-09-06 10:00:03+00:00</th>\n",
" <td>206</td>\n",
" </tr>\n",
" <tr>\n",
" <th>Jimma</th>\n",
" <th>2020-05-31 08:07:58+00:00</th>\n",
" <td>201</td>\n",
" </tr>\n",
" <tr>\n",
" <th>Chifunfu</th>\n",
" <th>2020-04-29 08:20:47+00:00</th>\n",
" <td>197</td>\n",
" </tr>\n",
" <tr>\n",
" <th>South America - Suriname</th>\n",
" <th>2020-06-03 14:11:18+00:00</th>\n",
" <td>197</td>\n",
" </tr>\n",
" <tr>\n",
" <th>Isiro</th>\n",
" <th>2020-08-28 08:39:29+00:00</th>\n",
" <td>197</td>\n",
" </tr>\n",
" <tr>\n",
" <th>Pibor</th>\n",
" <th>2020-08-17 08:18:22+00:00</th>\n",
" <td>197</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" chip_count\n",
"location datetime \n",
"South America - Brazil 2020-09-06 15:02:37+00:00 261\n",
"Port Gentil 2020-09-08 09:50:58+00:00 223\n",
"Uganda 2019-04-25 08:29:37+00:00 220\n",
"Australia - Central 2020-08-11 01:24:00+00:00 209\n",
"Malabo 2020-09-06 10:00:03+00:00 206\n",
"Jimma 2020-05-31 08:07:58+00:00 201\n",
"Chifunfu 2020-04-29 08:20:47+00:00 197\n",
"South America - Suriname 2020-06-03 14:11:18+00:00 197\n",
"Isiro 2020-08-28 08:39:29+00:00 197\n",
"Pibor 2020-08-17 08:18:22+00:00 197"
]
},
"execution_count": 10,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"chips_per_locationtime = (\n",
" train_meta.groupby([\"location\", \"datetime\"])[[\"chip_id\"]]\n",
" .nunique()\n",
" .sort_values(by=\"chip_id\", ascending=False)\n",
" .rename(columns={\"chip_id\": \"chip_count\"})\n",
")\n",
"chips_per_locationtime.head(10)"
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>chip_id</th>\n",
" <th>location</th>\n",
" <th>datetime</th>\n",
" <th>cloudpath</th>\n",
" <th>year</th>\n",
" <th>year-month</th>\n",
" <th>B02_path</th>\n",
" <th>B03_path</th>\n",
" <th>B04_path</th>\n",
" <th>B08_path</th>\n",
" <th>label_path</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>adwp</td>\n",
" <td>Chifunfu</td>\n",
" <td>2020-04-29 08:20:47+00:00</td>\n",
" <td>az://./train_features/adwp</td>\n",
" <td>2020</td>\n",
" <td>April-2020</td>\n",
" <td>data\\train_features\\adwp\\B02.tif</td>\n",
" <td>data\\train_features\\adwp\\B03.tif</td>\n",
" <td>data\\train_features\\adwp\\B04.tif</td>\n",
" <td>data\\train_features\\adwp\\B08.tif</td>\n",
" <td>data\\train_labels\\adwp.tif</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>adwu</td>\n",
" <td>Chifunfu</td>\n",
" <td>2020-04-29 08:20:47+00:00</td>\n",
" <td>az://./train_features/adwu</td>\n",
" <td>2020</td>\n",
" <td>April-2020</td>\n",
" <td>data\\train_features\\adwu\\B02.tif</td>\n",
" <td>data\\train_features\\adwu\\B03.tif</td>\n",
" <td>data\\train_features\\adwu\\B04.tif</td>\n",
" <td>data\\train_features\\adwu\\B08.tif</td>\n",
" <td>data\\train_labels\\adwu.tif</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>adwz</td>\n",
" <td>Chifunfu</td>\n",
" <td>2020-04-29 08:20:47+00:00</td>\n",
" <td>az://./train_features/adwz</td>\n",
" <td>2020</td>\n",
" <td>April-2020</td>\n",
" <td>data\\train_features\\adwz\\B02.tif</td>\n",
" <td>data\\train_features\\adwz\\B03.tif</td>\n",
" <td>data\\train_features\\adwz\\B04.tif</td>\n",
" <td>data\\train_features\\adwz\\B08.tif</td>\n",
" <td>data\\train_labels\\adwz.tif</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>adxp</td>\n",
" <td>Chifunfu</td>\n",
" <td>2020-04-29 08:20:47+00:00</td>\n",
" <td>az://./train_features/adxp</td>\n",
" <td>2020</td>\n",
" <td>April-2020</td>\n",
" <td>data\\train_features\\adxp\\B02.tif</td>\n",
" <td>data\\train_features\\adxp\\B03.tif</td>\n",
" <td>data\\train_features\\adxp\\B04.tif</td>\n",
" <td>data\\train_features\\adxp\\B08.tif</td>\n",
" <td>data\\train_labels\\adxp.tif</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>aeaj</td>\n",
" <td>Chifunfu</td>\n",
" <td>2020-04-29 08:20:47+00:00</td>\n",
" <td>az://./train_features/aeaj</td>\n",
" <td>2020</td>\n",
" <td>April-2020</td>\n",
" <td>data\\train_features\\aeaj\\B02.tif</td>\n",
" <td>data\\train_features\\aeaj\\B03.tif</td>\n",
" <td>data\\train_features\\aeaj\\B04.tif</td>\n",
" <td>data\\train_features\\aeaj\\B08.tif</td>\n",
" <td>data\\train_labels\\aeaj.tif</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" chip_id location datetime cloudpath \\\n",
"0 adwp Chifunfu 2020-04-29 08:20:47+00:00 az://./train_features/adwp \n",
"1 adwu Chifunfu 2020-04-29 08:20:47+00:00 az://./train_features/adwu \n",
"2 adwz Chifunfu 2020-04-29 08:20:47+00:00 az://./train_features/adwz \n",
"3 adxp Chifunfu 2020-04-29 08:20:47+00:00 az://./train_features/adxp \n",
"4 aeaj Chifunfu 2020-04-29 08:20:47+00:00 az://./train_features/aeaj \n",
"\n",
" year year-month B02_path \\\n",
"0 2020 April-2020 data\\train_features\\adwp\\B02.tif \n",
"1 2020 April-2020 data\\train_features\\adwu\\B02.tif \n",
"2 2020 April-2020 data\\train_features\\adwz\\B02.tif \n",
"3 2020 April-2020 data\\train_features\\adxp\\B02.tif \n",
"4 2020 April-2020 data\\train_features\\aeaj\\B02.tif \n",
"\n",
" B03_path B04_path \\\n",
"0 data\\train_features\\adwp\\B03.tif data\\train_features\\adwp\\B04.tif \n",
"1 data\\train_features\\adwu\\B03.tif data\\train_features\\adwu\\B04.tif \n",
"2 data\\train_features\\adwz\\B03.tif data\\train_features\\adwz\\B04.tif \n",
"3 data\\train_features\\adxp\\B03.tif data\\train_features\\adxp\\B04.tif \n",
"4 data\\train_features\\aeaj\\B03.tif data\\train_features\\aeaj\\B04.tif \n",
"\n",
" B08_path label_path \n",
"0 data\\train_features\\adwp\\B08.tif data\\train_labels\\adwp.tif \n",
"1 data\\train_features\\adwu\\B08.tif data\\train_labels\\adwu.tif \n",
"2 data\\train_features\\adwz\\B08.tif data\\train_labels\\adwz.tif \n",
"3 data\\train_features\\adxp\\B08.tif data\\train_labels\\adxp.tif \n",
"4 data\\train_features\\aeaj\\B08.tif data\\train_labels\\aeaj.tif "
]
},
"execution_count": 11,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"def add_paths(df, feature_dir, label_dir=None, bands=BANDS):\n",
" \"\"\"\n",
" Given dataframe with a column for chip_id, returns a dataframe with a column\n",
" added indicating the path to each band's TIF image as \"{band}_path\", eg \"B02_path\".\n",
" A column is also added to the dataframe with paths to the label TIF, if the\n",
" path to the labels directory is provided.\n",
" \"\"\"\n",
" for band in bands:\n",
" df[f\"{band}_path\"] = feature_dir / df[\"chip_id\"] / f\"{band}.tif\"\n",
" # make sure a random sample of paths exist\n",
" assert df.sample(n=40, random_state=5)[f\"{band}_path\"].path.exists().all()\n",
" if label_dir is not None:\n",
" df[\"label_path\"] = label_dir / (df[\"chip_id\"] + \".tif\")\n",
" # make sure a random sample of paths exist\n",
" assert df.sample(n=40, random_state=5)[\"label_path\"].path.exists().all()\n",
"\n",
" return df\n",
"\n",
"\n",
"train_meta = add_paths(train_meta, TRAIN_FEATURES, TRAIN_LABELS)\n",
"train_meta.head()"
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"<class 'pandas.core.frame.DataFrame'>\n",
"RangeIndex: 11748 entries, 0 to 11747\n",
"Data columns (total 11 columns):\n",
" # Column Non-Null Count Dtype \n",
"--- ------ -------------- ----- \n",
" 0 chip_id 11748 non-null object \n",
" 1 location 11748 non-null object \n",
" 2 datetime 11748 non-null datetime64[ns, UTC]\n",
" 3 cloudpath 11748 non-null object \n",
" 4 year 11748 non-null int64 \n",
" 5 year-month 11748 non-null object \n",
" 6 B02_path 11748 non-null object \n",
" 7 B03_path 11748 non-null object \n",
" 8 B04_path 11748 non-null object \n",
" 9 B08_path 11748 non-null object \n",
" 10 label_path 11748 non-null object \n",
"dtypes: datetime64[ns, UTC](1), int64(1), object(9)\n",
"memory usage: 1009.7+ KB\n"
]
}
],
"source": [
"train_meta.info()"
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {},
"outputs": [],
"source": [
"import rasterio"
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"chip_id pbyl\n",
"location Lodwar\n",
"datetime 2020-09-08 08:09:15+00:00\n",
"cloudpath az://./train_features/pbyl\n",
"year 2020\n",
"year-month September-2020\n",
"B02_path data\\train_features\\pbyl\\B02.tif\n",
"B03_path data\\train_features\\pbyl\\B03.tif\n",
"B04_path data\\train_features\\pbyl\\B04.tif\n",
"B08_path data\\train_features\\pbyl\\B08.tif\n",
"label_path data\\train_labels\\pbyl.tif\n",
"Name: 6571, dtype: object"
]
},
"execution_count": 14,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"example_chip = train_meta[train_meta[\"chip_id\"] == \"pbyl\"].iloc[0]\n",
"example_chip"
]
},
{
"cell_type": "code",
"execution_count": 15,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"{'driver': 'GTiff',\n",
" 'dtype': 'uint16',\n",
" 'nodata': 0.0,\n",
" 'width': 512,\n",
" 'height': 512,\n",
" 'count': 1,\n",
" 'crs': CRS.from_epsg(32636),\n",
" 'transform': Affine(10.0, 0.0, 771935.0,\n",
" 0.0, -10.0, 331300.0)}"
]
},
"execution_count": 15,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"img = rasterio.open(example_chip[\"B04_path\"])\n",
"chip_metadata = img.meta\n",
"img_array = img.read(1)\n",
"\n",
"chip_metadata"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"We can see that the features are single-band images, with a shape of 512 x 512. The pixel values for each image measure the strength of light reflected back to the satellite for the specific set of wavelengths in that band. The array below shows the strength of red visible light, with wavelengts around 665 nm.\n",
"\n",
"We can also see that there are no missing values in the image. This should be the case for all of the provided competition feature data."
]
},
{
"cell_type": "code",
"execution_count": 16,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Image array shape: (512, 512)\n"
]
},
{
"data": {
"text/plain": [
"array([[ 519, 532, 556, ..., 3662, 3564, 3544],\n",
" [ 549, 539, 562, ..., 3604, 3520, 3518],\n",
" [ 572, 524, 506, ..., 3514, 3488, 3518],\n",
" ...,\n",
" [1216, 2062, 2898, ..., 4050, 3610, 3328],\n",
" [1632, 1932, 2588, ..., 4108, 3918, 3736],\n",
" [1766, 2040, 2272, ..., 4152, 4028, 3824]], dtype=uint16)"
]
},
"execution_count": 16,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# what does the image array look like?\n",
"print(\"Image array shape:\", img_array.shape)\n",
"img_array"
]
},
{
"cell_type": "code",
"execution_count": 17,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"plt.imshow(img_array)\n",
"plt.title(f\"B04 band for chip id {example_chip.chip_id}\")\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"metadata": {
"tags": []
},
"source": [
"#### Coordinates\n",
"\n",
"Using the metadata returned by `rasterio`, we can also get longitude and latitude coordinates."
]
},
{
"cell_type": "code",
"execution_count": 18,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Longitude: 35.46935026347422, latitude: 2.9714117132510944\n"
]
}
],
"source": [
"# longitude/latitude of image's center\n",
"lon, lat = img.lnglat()\n",
"bounds = img.bounds\n",
"print(f\"Longitude: {lon}, latitude: {lat}\")"
]
},
{
"cell_type": "code",
"execution_count": 19,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"BoundingBox(left=771935.0, bottom=326180.0, right=777055.0, top=331300.0)"
]
},
"execution_count": 19,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"bounds"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"We have the longitude and latitude of the center of the image, but the bounding box values look very different. That's because the bounding box is given in whatever coordinate reference system the image is projected in, rather than traditional longitude and latiude. We can see which system with the `crs` value from the metadata.\n",
"\n",
"We can convert the bounding box to longitude and latitude using `pyproj`."
]
},
{
"cell_type": "code",
"execution_count": 20,
"metadata": {},
"outputs": [],
"source": [
"import pyproj"
]
},
{
"cell_type": "code",
"execution_count": 21,
"metadata": {},
"outputs": [],
"source": [
"def lat_long_bounds(filepath):\n",
" \"\"\"Given the path to a GeoTIFF, returns the image bounds in latitude and\n",
" longitude coordinates.\n",
"\n",
" Returns points as a tuple of (left, bottom, right, top)\n",
" \"\"\"\n",
" with rasterio.open(filepath) as im:\n",
" bounds = im.bounds\n",
" meta = im.meta\n",
" # create a converter starting with the current projection\n",
" current_crs = pyproj.CRS(meta[\"crs\"])\n",
" crs_transform = pyproj.Transformer.from_crs(current_crs, current_crs.geodetic_crs)\n",
"\n",
" # returns left, bottom, right, top\n",
" return crs_transform.transform_bounds(*bounds)"
]
},
{
"cell_type": "code",
"execution_count": 22,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Image coordinates (lat, long):\n",
"Start: (2.948221298028172, 35.44628398518643)\n",
"End: (2.9946024439490517, 35.492417498478574)\n"
]
}
],
"source": [
"left, bottom, right, top = lat_long_bounds(example_chip[\"B04_path\"])\n",
"print(\n",
" f\"Image coordinates (lat, long):\\nStart: ({left}, {bottom})\"\n",
" f\"\\nEnd: ({right}, {top})\"\n",
")"
]
},
{
"cell_type": "code",
"execution_count": 23,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<Derived Projected CRS: EPSG:32636>\n",
"Name: WGS 84 / UTM zone 36N\n",
"Axis Info [cartesian]:\n",
"- [east]: Easting (metre)\n",
"- [north]: Northing (metre)\n",
"Area of Use:\n",
"- undefined\n",
"Coordinate Operation:\n",
"- name: UTM zone 36N\n",
"- method: Transverse Mercator\n",
"Datum: World Geodetic System 1984\n",
"- Ellipsoid: WGS 84\n",
"- Prime Meridian: Greenwich"
]
},
"execution_count": 23,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"current_crs = pyproj.CRS(img.meta[\"crs\"])\n",
"current_crs"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"#### True color image"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"We can make a composite image from the three visible bands (blue, green, and red) to visualize a high-quality, true color image. To show the true color image, we'll use the `rioxarray` and `xrspatial` packages designed for Sentinel-2 satellite data."
]
},
{
"cell_type": "code",
"execution_count": 28,
"metadata": {},
"outputs": [],
"source": [
"import rioxarray\n",
"import xrspatial.multispectral as ms"
]
},
{
"cell_type": "code",
"execution_count": 25,
"metadata": {},
"outputs": [],
"source": [
"def true_color_img(chip_id, data_dir=TRAIN_FEATURES):\n",
" \"\"\"Given the path to the directory of Sentinel-2 chip feature images,\n",
" plots the true color image\"\"\"\n",
" chip_dir = data_dir / chip_id\n",
" red = rioxarray.open_rasterio(chip_dir / \"B04.tif\").squeeze()\n",
" green = rioxarray.open_rasterio(chip_dir / \"B03.tif\").squeeze()\n",
" blue = rioxarray.open_rasterio(chip_dir / \"B02.tif\").squeeze()\n",
"\n",
" return ms.true_color(r=red, g=green, b=blue)"
]
},
{
"cell_type": "code",
"execution_count": 29,
"metadata": {},
"outputs": [
{
"data": {
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"</svg>\n",
"<style>/* CSS stylesheet for displaying xarray objects in jupyterlab.\n",
" *\n",
" */\n",
"\n",
":root {\n",
" --xr-font-color0: var(--jp-content-font-color0, rgba(0, 0, 0, 1));\n",
" --xr-font-color2: var(--jp-content-font-color2, rgba(0, 0, 0, 0.54));\n",
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" --xr-background-color: var(--jp-layout-color0, white);\n",
" --xr-background-color-row-even: var(--jp-layout-color1, white);\n",
" --xr-background-color-row-odd: var(--jp-layout-color2, #eeeeee);\n",
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"\n",
"html[theme=dark],\n",
"body.vscode-dark {\n",
" --xr-font-color0: rgba(255, 255, 255, 1);\n",
" --xr-font-color2: rgba(255, 255, 255, 0.54);\n",
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" --xr-disabled-color: #515151;\n",
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"\n",
".xr-wrap {\n",
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" min-width: 300px;\n",
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".xr-text-repr-fallback {\n",
" /* fallback to plain text repr when CSS is not injected (untrusted notebook) */\n",
" display: none;\n",
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"\n",
".xr-header {\n",
" padding-top: 6px;\n",
" padding-bottom: 6px;\n",
" margin-bottom: 4px;\n",
" border-bottom: solid 1px var(--xr-border-color);\n",
"}\n",
"\n",
".xr-header > div,\n",
".xr-header > ul {\n",
" display: inline;\n",
" margin-top: 0;\n",
" margin-bottom: 0;\n",
"}\n",
"\n",
".xr-obj-type,\n",
".xr-array-name {\n",
" margin-left: 2px;\n",
" margin-right: 10px;\n",
"}\n",
"\n",
".xr-obj-type {\n",
" color: var(--xr-font-color2);\n",
"}\n",
"\n",
".xr-sections {\n",
" padding-left: 0 !important;\n",
" display: grid;\n",
" grid-template-columns: 150px auto auto 1fr 20px 20px;\n",
"}\n",
"\n",
".xr-section-item {\n",
" display: contents;\n",
"}\n",
"\n",
".xr-section-item input {\n",
" display: none;\n",
"}\n",
"\n",
".xr-section-item input + label {\n",
" color: var(--xr-disabled-color);\n",
"}\n",
"\n",
".xr-section-item input:enabled + label {\n",
" cursor: pointer;\n",
" color: var(--xr-font-color2);\n",
"}\n",
"\n",
".xr-section-item input:enabled + label:hover {\n",
" color: var(--xr-font-color0);\n",
"}\n",
"\n",
".xr-section-summary {\n",
" grid-column: 1;\n",
" color: var(--xr-font-color2);\n",
" font-weight: 500;\n",
"}\n",
"\n",
".xr-section-summary > span {\n",
" display: inline-block;\n",
" padding-left: 0.5em;\n",
"}\n",
"\n",
".xr-section-summary-in:disabled + label {\n",
" color: var(--xr-font-color2);\n",
"}\n",
"\n",
".xr-section-summary-in + label:before {\n",
" display: inline-block;\n",
" content: '►';\n",
" font-size: 11px;\n",
" width: 15px;\n",
" text-align: center;\n",
"}\n",
"\n",
".xr-section-summary-in:disabled + label:before {\n",
" color: var(--xr-disabled-color);\n",
"}\n",
"\n",
".xr-section-summary-in:checked + label:before {\n",
" content: '▼';\n",
"}\n",
"\n",
".xr-section-summary-in:checked + label > span {\n",
" display: none;\n",
"}\n",
"\n",
".xr-section-summary,\n",
".xr-section-inline-details {\n",
" padding-top: 4px;\n",
" padding-bottom: 4px;\n",
"}\n",
"\n",
".xr-section-inline-details {\n",
" grid-column: 2 / -1;\n",
"}\n",
"\n",
".xr-section-details {\n",
" display: none;\n",
" grid-column: 1 / -1;\n",
" margin-bottom: 5px;\n",
"}\n",
"\n",
".xr-section-summary-in:checked ~ .xr-section-details {\n",
" display: contents;\n",
"}\n",
"\n",
".xr-array-wrap {\n",
" grid-column: 1 / -1;\n",
" display: grid;\n",
" grid-template-columns: 20px auto;\n",
"}\n",
"\n",
".xr-array-wrap > label {\n",
" grid-column: 1;\n",
" vertical-align: top;\n",
"}\n",
"\n",
".xr-preview {\n",
" color: var(--xr-font-color3);\n",
"}\n",
"\n",
".xr-array-preview,\n",
".xr-array-data {\n",
" padding: 0 5px !important;\n",
" grid-column: 2;\n",
"}\n",
"\n",
".xr-array-data,\n",
".xr-array-in:checked ~ .xr-array-preview {\n",
" display: none;\n",
"}\n",
"\n",
".xr-array-in:checked ~ .xr-array-data,\n",
".xr-array-preview {\n",
" display: inline-block;\n",
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"\n",
".xr-dim-list {\n",
" display: inline-block !important;\n",
" list-style: none;\n",
" padding: 0 !important;\n",
" margin: 0;\n",
"}\n",
"\n",
".xr-dim-list li {\n",
" display: inline-block;\n",
" padding: 0;\n",
" margin: 0;\n",
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"\n",
".xr-dim-list:before {\n",
" content: '(';\n",
"}\n",
"\n",
".xr-dim-list:after {\n",
" content: ')';\n",
"}\n",
"\n",
".xr-dim-list li:not(:last-child):after {\n",
" content: ',';\n",
" padding-right: 5px;\n",
"}\n",
"\n",
".xr-has-index {\n",
" font-weight: bold;\n",
"}\n",
"\n",
".xr-var-list,\n",
".xr-var-item {\n",
" display: contents;\n",
"}\n",
"\n",
".xr-var-item > div,\n",
".xr-var-item label,\n",
".xr-var-item > .xr-var-name span {\n",
" background-color: var(--xr-background-color-row-even);\n",
" margin-bottom: 0;\n",
"}\n",
"\n",
".xr-var-item > .xr-var-name:hover span {\n",
" padding-right: 5px;\n",
"}\n",
"\n",
".xr-var-list > li:nth-child(odd) > div,\n",
".xr-var-list > li:nth-child(odd) > label,\n",
".xr-var-list > li:nth-child(odd) > .xr-var-name span {\n",
" background-color: var(--xr-background-color-row-odd);\n",
"}\n",
"\n",
".xr-var-name {\n",
" grid-column: 1;\n",
"}\n",
"\n",
".xr-var-dims {\n",
" grid-column: 2;\n",
"}\n",
"\n",
".xr-var-dtype {\n",
" grid-column: 3;\n",
" text-align: right;\n",
" color: var(--xr-font-color2);\n",
"}\n",
"\n",
".xr-var-preview {\n",
" grid-column: 4;\n",
"}\n",
"\n",
".xr-var-name,\n",
".xr-var-dims,\n",
".xr-var-dtype,\n",
".xr-preview,\n",
".xr-attrs dt {\n",
" white-space: nowrap;\n",
" overflow: hidden;\n",
" text-overflow: ellipsis;\n",
" padding-right: 10px;\n",
"}\n",
"\n",
".xr-var-name:hover,\n",
".xr-var-dims:hover,\n",
".xr-var-dtype:hover,\n",
".xr-attrs dt:hover {\n",
" overflow: visible;\n",
" width: auto;\n",
" z-index: 1;\n",
"}\n",
"\n",
".xr-var-attrs,\n",
".xr-var-data {\n",
" display: none;\n",
" background-color: var(--xr-background-color) !important;\n",
" padding-bottom: 5px !important;\n",
"}\n",
"\n",
".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
".xr-var-data-in:checked ~ .xr-var-data {\n",
" display: block;\n",
"}\n",
"\n",
".xr-var-data > table {\n",
" float: right;\n",
"}\n",
"\n",
".xr-var-name span,\n",
".xr-var-data,\n",
".xr-attrs {\n",
" padding-left: 25px !important;\n",
"}\n",
"\n",
".xr-attrs,\n",
".xr-var-attrs,\n",
".xr-var-data {\n",
" grid-column: 1 / -1;\n",
"}\n",
"\n",
"dl.xr-attrs {\n",
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" margin: 0;\n",
" display: grid;\n",
" grid-template-columns: 125px auto;\n",
"}\n",
"\n",
".xr-attrs dt,\n",
".xr-attrs dd {\n",
" padding: 0;\n",
" margin: 0;\n",
" float: left;\n",
" padding-right: 10px;\n",
" width: auto;\n",
"}\n",
"\n",
".xr-attrs dt {\n",
" font-weight: normal;\n",
" grid-column: 1;\n",
"}\n",
"\n",
".xr-attrs dt:hover span {\n",
" display: inline-block;\n",
" background: var(--xr-background-color);\n",
" padding-right: 10px;\n",
"}\n",
"\n",
".xr-attrs dd {\n",
" grid-column: 2;\n",
" white-space: pre-wrap;\n",
" word-break: break-all;\n",
"}\n",
"\n",
".xr-icon-database,\n",
".xr-icon-file-text2 {\n",
" display: inline-block;\n",
" vertical-align: middle;\n",
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" fill: currentColor;\n",
"}\n",
"</style><pre class='xr-text-repr-fallback'>&lt;xarray.DataArray (y: 512, x: 512)&gt;\n",
"[262144 values with dtype=uint16]\n",
"Coordinates:\n",
" band int32 1\n",
" * x (x) float64 7.719e+05 7.72e+05 7.72e+05 ... 7.77e+05 7.77e+05\n",
" * y (y) float64 3.313e+05 3.313e+05 ... 3.262e+05 3.262e+05\n",
" spatial_ref int32 0\n",
"Attributes:\n",
" _FillValue: 0.0\n",
" scale_factor: 1.0\n",
" add_offset: 0.0</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.DataArray</div><div class='xr-array-name'></div><ul class='xr-dim-list'><li><span class='xr-has-index'>y</span>: 512</li><li><span class='xr-has-index'>x</span>: 512</li></ul></div><ul class='xr-sections'><li class='xr-section-item'><div class='xr-array-wrap'><input id='section-bb5d9dc7-e5d2-4f26-bc1d-5b594776cde6' class='xr-array-in' type='checkbox' checked><label for='section-bb5d9dc7-e5d2-4f26-bc1d-5b594776cde6' title='Show/hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-array-preview xr-preview'><span>...</span></div><div class='xr-array-data'><pre>[262144 values with dtype=uint16]</pre></div></div></li><li class='xr-section-item'><input id='section-c73f619d-20e5-4fce-a585-dd7d69f880a9' class='xr-section-summary-in' type='checkbox' checked><label for='section-c73f619d-20e5-4fce-a585-dd7d69f880a9' class='xr-section-summary' >Coordinates: <span>(4)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>band</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>1</div><input id='attrs-f907bfcf-6624-4f53-ac4e-52f5fc1fbafa' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-f907bfcf-6624-4f53-ac4e-52f5fc1fbafa' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-09172001-cb97-4c06-ba75-bf6293339774' class='xr-var-data-in' type='checkbox'><label for='data-09172001-cb97-4c06-ba75-bf6293339774' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array(1)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>x</span></div><div class='xr-var-dims'>(x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>7.719e+05 7.72e+05 ... 7.77e+05</div><input id='attrs-435a778c-f70e-45ec-b36e-f7e65c1e0fe3' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-435a778c-f70e-45ec-b36e-f7e65c1e0fe3' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d4371807-8662-4639-b493-f64b88fd30ad' class='xr-var-data-in' type='checkbox'><label for='data-d4371807-8662-4639-b493-f64b88fd30ad' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([771940., 771950., 771960., ..., 777030., 777040., 777050.])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>y</span></div><div class='xr-var-dims'>(y)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>3.313e+05 3.313e+05 ... 3.262e+05</div><input id='attrs-384ce37b-e8f8-4c9d-98a6-e9283ddff206' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-384ce37b-e8f8-4c9d-98a6-e9283ddff206' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1ca78b2c-135a-4ed8-af2d-6f99cf7bf009' class='xr-var-data-in' type='checkbox'><label for='data-1ca78b2c-135a-4ed8-af2d-6f99cf7bf009' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([331295., 331285., 331275., ..., 326205., 326195., 326185.])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>spatial_ref</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>0</div><input id='attrs-8d664ae0-b783-493a-b0b8-6cbf72a3c6c5' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-8d664ae0-b783-493a-b0b8-6cbf72a3c6c5' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-363501f7-50e7-4a45-9fc7-0fb277bf8416' class='xr-var-data-in' type='checkbox'><label for='data-363501f7-50e7-4a45-9fc7-0fb277bf8416' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>crs_wkt :</span></dt><dd>PROJCS[&quot;WGS 84 / UTM zone 36N&quot;,GEOGCS[&quot;WGS 84&quot;,DATUM[&quot;WGS_1984&quot;,SPHEROID[&quot;WGS 84&quot;,6378137,298.257223563,AUTHORITY[&quot;EPSG&quot;,&quot;7030&quot;]],AUTHORITY[&quot;EPSG&quot;,&quot;6326&quot;]],PRIMEM[&quot;Greenwich&quot;,0,AUTHORITY[&quot;EPSG&quot;,&quot;8901&quot;]],UNIT[&quot;degree&quot;,0.0174532925199433,AUTHORITY[&quot;EPSG&quot;,&quot;9122&quot;]],AUTHORITY[&quot;EPSG&quot;,&quot;4326&quot;]],PROJECTION[&quot;Transverse_Mercator&quot;],PARAMETER[&quot;latitude_of_origin&quot;,0],PARAMETER[&quot;central_meridian&quot;,33],PARAMETER[&quot;scale_factor&quot;,0.9996],PARAMETER[&quot;false_easting&quot;,500000],PARAMETER[&quot;false_northing&quot;,0],UNIT[&quot;metre&quot;,1,AUTHORITY[&quot;EPSG&quot;,&quot;9001&quot;]],AXIS[&quot;Easting&quot;,EAST],AXIS[&quot;Northing&quot;,NORTH],AUTHORITY[&quot;EPSG&quot;,&quot;32636&quot;]]</dd><dt><span>semi_major_axis :</span></dt><dd>6378137.0</dd><dt><span>semi_minor_axis :</span></dt><dd>6356752.314245179</dd><dt><span>inverse_flattening :</span></dt><dd>298.257223563</dd><dt><span>reference_ellipsoid_name :</span></dt><dd>WGS 84</dd><dt><span>longitude_of_prime_meridian :</span></dt><dd>0.0</dd><dt><span>prime_meridian_name :</span></dt><dd>Greenwich</dd><dt><span>geographic_crs_name :</span></dt><dd>WGS 84</dd><dt><span>horizontal_datum_name :</span></dt><dd>World Geodetic System 1984</dd><dt><span>projected_crs_name :</span></dt><dd>WGS 84 / UTM zone 36N</dd><dt><span>grid_mapping_name :</span></dt><dd>transverse_mercator</dd><dt><span>latitude_of_projection_origin :</span></dt><dd>0.0</dd><dt><span>longitude_of_central_meridian :</span></dt><dd>33.0</dd><dt><span>false_easting :</span></dt><dd>500000.0</dd><dt><span>false_northing :</span></dt><dd>0.0</dd><dt><span>scale_factor_at_central_meridian :</span></dt><dd>0.9996</dd><dt><span>spatial_ref :</span></dt><dd>PROJCS[&quot;WGS 84 / UTM zone 36N&quot;,GEOGCS[&quot;WGS 84&quot;,DATUM[&quot;WGS_1984&quot;,SPHEROID[&quot;WGS 84&quot;,6378137,298.257223563,AUTHORITY[&quot;EPSG&quot;,&quot;7030&quot;]],AUTHORITY[&quot;EPSG&quot;,&quot;6326&quot;]],PRIMEM[&quot;Greenwich&quot;,0,AUTHORITY[&quot;EPSG&quot;,&quot;8901&quot;]],UNIT[&quot;degree&quot;,0.0174532925199433,AUTHORITY[&quot;EPSG&quot;,&quot;9122&quot;]],AUTHORITY[&quot;EPSG&quot;,&quot;4326&quot;]],PROJECTION[&quot;Transverse_Mercator&quot;],PARAMETER[&quot;latitude_of_origin&quot;,0],PARAMETER[&quot;central_meridian&quot;,33],PARAMETER[&quot;scale_factor&quot;,0.9996],PARAMETER[&quot;false_easting&quot;,500000],PARAMETER[&quot;false_northing&quot;,0],UNIT[&quot;metre&quot;,1,AUTHORITY[&quot;EPSG&quot;,&quot;9001&quot;]],AXIS[&quot;Easting&quot;,EAST],AXIS[&quot;Northing&quot;,NORTH],AUTHORITY[&quot;EPSG&quot;,&quot;32636&quot;]]</dd><dt><span>GeoTransform :</span></dt><dd>771935.0 10.0 0.0 331300.0 0.0 -10.0</dd></dl></div><div class='xr-var-data'><pre>array(0)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-4bef9669-64f1-4e05-949a-d9ec108c9d94' class='xr-section-summary-in' type='checkbox' checked><label for='section-4bef9669-64f1-4e05-949a-d9ec108c9d94' class='xr-section-summary' >Attributes: <span>(3)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>_FillValue :</span></dt><dd>0.0</dd><dt><span>scale_factor :</span></dt><dd>1.0</dd><dt><span>add_offset :</span></dt><dd>0.0</dd></dl></div></li></ul></div></div>"
],
"text/plain": [
"<xarray.DataArray (y: 512, x: 512)>\n",
"[262144 values with dtype=uint16]\n",
"Coordinates:\n",
" band int32 1\n",
" * x (x) float64 7.719e+05 7.72e+05 7.72e+05 ... 7.77e+05 7.77e+05\n",
" * y (y) float64 3.313e+05 3.313e+05 ... 3.262e+05 3.262e+05\n",
" spatial_ref int32 0\n",
"Attributes:\n",
" _FillValue: 0.0\n",
" scale_factor: 1.0\n",
" add_offset: 0.0"
]
},
"execution_count": 29,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"data_dir = TRAIN_FEATURES\n",
"chip_id = example_chip.chip_id\n",
"chip_dir = data_dir / chip_id\n",
"red = rioxarray.open_rasterio(chip_dir / \"B04.tif\").squeeze()\n",
"green = rioxarray.open_rasterio(chip_dir / \"B03.tif\").squeeze()\n",
"blue = rioxarray.open_rasterio(chip_dir / \"B02.tif\").squeeze()\n",
"red"
]
},
{
"cell_type": "code",
"execution_count": 30,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"Text(0.5, 1.0, 'True color image for chip id pbyl')"
]
},
"execution_count": 30,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 360x360 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"fig, ax = plt.subplots(figsize=(5, 5))\n",
"im = true_color_img(example_chip.chip_id)\n",
"ax.imshow(im)\n",
"plt.title(f\"True color image for chip id {example_chip.chip_id}\")"
]
},
{
"cell_type": "code",
"execution_count": 31,
"metadata": {},
"outputs": [],
"source": [
"def display_random_chip(random_state):\n",
" fig, ax = plt.subplots(1, 2, figsize=(8, 4))\n",
" random_chip = train_meta.sample(random_state=random_state).iloc[0]\n",
"\n",
" ax[0].imshow(true_color_img(random_chip.chip_id))\n",
" ax[0].set_title(f\"Chip {random_chip.chip_id}\\n(Location: {random_chip.location})\")\n",
" label_im = Image.open(random_chip.label_path)\n",
" ax[1].imshow(label_im)\n",
" ax[1].set_title(f\"Chip {random_chip.chip_id} label\")\n",
"\n",
" plt.tight_layout()\n",
" plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 32,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 576x288 with 2 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"display_random_chip(1)"
]
},
{
"cell_type": "code",
"execution_count": 33,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 576x288 with 2 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"display_random_chip(9)"
]
},
{
"cell_type": "code",
"execution_count": 34,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 576x288 with 2 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"display_random_chip(40)"
]
}
],
"metadata": {
"anaconda-cloud": {},
"kernelspec": {
"display_name": "Python 3 (ipykernel)",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.9.0"
}
},
"nbformat": 4,
"nbformat_minor": 4
}