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July 14, 2025 18:27
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TorchGeo Sentinel-2 Marine Vessel Detection
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| { | |
| "cells": [ | |
| { | |
| "cell_type": "markdown", | |
| "id": "90ad00cf", | |
| "metadata": {}, | |
| "source": [ | |
| "### Install Dependencies" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": null, | |
| "id": "2d2d5a27", | |
| "metadata": {}, | |
| "outputs": [], | |
| "source": [ | |
| "!pip install git+https://github.com/microsoft/torchgeo.git\n", | |
| "!pip install ultralytics sahi pystac-client planetary-computer odc-stac" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "id": "2cf9c137", | |
| "metadata": {}, | |
| "source": [ | |
| "### Load the TorchGeo pretrained model and create a SAHI tiled-inference model" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 9, | |
| "id": "a9f19094", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "name": "stdout", | |
| "output_type": "stream", | |
| "text": [ | |
| "Found https://hf.co/torchgeo/yolo11s_marine_vessel_detection/resolve/f57c8537eef80e8fb4b1ad85e02db1d6de3f3e40/yolo11s_sentinel2_rgb_marine_vessel_detection-952cb83c.pt locally at weights/yolo11s_sentinel2_rgb_marine_vessel_detection-952cb83c.pt\n" | |
| ] | |
| } | |
| ], | |
| "source": [ | |
| "from sahi import AutoDetectionModel\n", | |
| "from torchgeo.models import yolo, YOLO_Weights\n", | |
| "\n", | |
| "weights = YOLO_Weights.SENTINEL2_RGB_MARINE_VESSEL_DETECTION\n", | |
| "model = yolo(weights)\n", | |
| "detection_model = AutoDetectionModel.from_pretrained(\n", | |
| " model_type='ultralytics',\n", | |
| " model=model,\n", | |
| " confidence_threshold=0.3,\n", | |
| " device=\"cuda\",\n", | |
| ")" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "id": "b9fd41dd", | |
| "metadata": {}, | |
| "source": [ | |
| "### Download a sample image from the coast of Helsinki, Finland" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 4, | |
| "id": "5382f5d3", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "text/plain": [ | |
| "(857, 1502, 3)" | |
| ] | |
| }, | |
| "execution_count": 4, | |
| "metadata": {}, | |
| "output_type": "execute_result" | |
| } | |
| ], | |
| "source": [ | |
| "import pystac_client\n", | |
| "import rioxarray\n", | |
| "import geopandas as gpd\n", | |
| "import planetary_computer as pc\n", | |
| "from odc.stac import stac_load\n", | |
| "from pystac.extensions.raster import RasterBand\n", | |
| "\n", | |
| "\n", | |
| "geom = gpd.read_file(\"\"\"{\n", | |
| " \"type\": \"FeatureCollection\",\n", | |
| " \"features\": [\n", | |
| " {\n", | |
| " \"type\": \"Feature\",\n", | |
| " \"properties\": {},\n", | |
| " \"geometry\": {\n", | |
| " \"coordinates\": [\n", | |
| " [\n", | |
| " [\n", | |
| " 24.809991828712498,\n", | |
| " 60.20592393981008\n", | |
| " ],\n", | |
| " [\n", | |
| " 24.809991828712498,\n", | |
| " 60.13316918923772\n", | |
| " ],\n", | |
| " [\n", | |
| " 25.07603257195825,\n", | |
| " 60.13316918923772\n", | |
| " ],\n", | |
| " [\n", | |
| " 25.07603257195825,\n", | |
| " 60.20592393981008\n", | |
| " ],\n", | |
| " [\n", | |
| " 24.809991828712498,\n", | |
| " 60.20592393981008\n", | |
| " ]\n", | |
| " ]\n", | |
| " ],\n", | |
| " \"type\": \"Polygon\"\n", | |
| " }\n", | |
| " }\n", | |
| " ]\n", | |
| "}\"\"\").iloc[0].geometry\n", | |
| "client = pystac_client.Client.open(\n", | |
| " \"https://planetarycomputer.microsoft.com/api/stac/v1\",\n", | |
| " modifier=pc.sign_inplace,\n", | |
| ")\n", | |
| "query = client.search(\n", | |
| " collections=[\"sentinel-2-l2a\"],\n", | |
| " intersects=geom,\n", | |
| " datetime=\"2025-03-01/2025-07-14\",\n", | |
| " limit=1,\n", | |
| " sortby=[{\"field\": \"eo:cloud_cover\", \"direction\": \"asc\"}],\n", | |
| ")\n", | |
| "item = next(query.items())\n", | |
| "item.assets[\"visual\"].ext.add(\"raster\")\n", | |
| "item.assets[\"visual\"].ext.raster.bands = [\n", | |
| " RasterBand.create(nodata=0, data_type=\"uint8\"),\n", | |
| " RasterBand.create(nodata=0, data_type=\"uint8\"),\n", | |
| " RasterBand.create(nodata=0, data_type=\"uint8\"),\n", | |
| "]\n", | |
| "image = stac_load(\n", | |
| " [item],\n", | |
| " bands=(\"visual.1\", \"visual.2\", \"visual.3\"),\n", | |
| " bbox=geom.bounds,\n", | |
| " resolution=10,\n", | |
| ").isel(time=0)\n", | |
| "image = image.to_array().to_numpy().transpose(1, 2, 0)\n", | |
| "image.shape" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "id": "023150ad", | |
| "metadata": {}, | |
| "source": [ | |
| "### Predict and visualize results" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 19, | |
| "id": "e1645da0", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "name": "stdout", | |
| "output_type": "stream", | |
| "text": [ | |
| "Performing prediction on 24 slices.\n" | |
| ] | |
| }, | |
| { | |
| "data": { | |
| "image/jpeg": 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", |
Author
@mayrajeo thanks for clarifying that’s it’s actually L1C, I’ll make a note of that in the TorchGeo weights.
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Nice to see that this works with L2A images also. The original data are L1C images, mostly due to how sen2cor handles dark Finnish coastal waters (not very well).