Generate Image Chips¶

Install Package¶

To use the geoai-py package, ensure it is installed in your environment. Uncomment the command below if needed.

In [1]:

# %pip install geoai-py

# %pip install geoai-py

Import Packages¶

In [2]:

import geoai

import geoai

Download sample data¶

In [3]:

raster_url = (
    "https://huggingface.co/datasets/giswqs/geospatial/resolve/main/naip_train.tif"
)
vector_url = "https://huggingface.co/datasets/giswqs/geospatial/resolve/main/naip_train_buildings.geojson"

raster_url = ( "https://huggingface.co/datasets/giswqs/geospatial/resolve/main/naip_train.tif" ) vector_url = "https://huggingface.co/datasets/giswqs/geospatial/resolve/main/naip_train_buildings.geojson"

In [4]:

raster_path = geoai.download_file(raster_url)

raster_path = geoai.download_file(raster_url)

File already exists: naip_train.tif

In [5]:

vector_path = geoai.download_file(vector_url)

vector_path = geoai.download_file(vector_url)

naip_train_buildings.geojson:   0%|          | 0.00/456k [00:00<?, ?B/s]

naip_train_buildings.geojson: 100%|██████████| 456k/456k [00:00<00:00, 6.53MB/s]

Preview data¶

In [6]:

geoai.view_image(raster_path, figsize=(18, 10))

geoai.view_image(raster_path, figsize=(18, 10))

In [7]:

geoai.view_vector(vector_path, basemap=True, alpha=0.5, figsize=(18, 10))

geoai.view_vector(vector_path, basemap=True, alpha=0.5, figsize=(18, 10))

Out[7]:

<Axes: >

In [8]:

geoai.view_vector_interactive(vector_path)

geoai.view_vector_interactive(vector_path)

Out[8]:

Make this Notebook Trusted to load map: File -> Trust Notebook