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import fiftyone as fo | |
import fiftyone.zoo as foz | |
from fiftyone import ViewField as F | |
# Add random geolocation data as detection attributes for this example | |
import random | |
dataset = foz.load_zoo_dataset("quickstart") | |
for sample in dataset: | |
for det in sample.ground_truth.detections: | |
det["det_loc"] = fo.GeoLocation( | |
point=[random.uniform(-180,180), random.uniform(-90,90)] | |
) | |
sample.save() | |
# Add a sample field that we can set in the future | |
dataset.add_sample_field("location", ftype=fo.EmbeddedDocumentField, embedded_doc_type=fo.GeoLocation) | |
# Create a patches view, make sure to carry of the location field added previously | |
view = dataset.to_patches("ground_truth", other_fields="location") | |
# Temporarily set the values of the "location" field to the corresponding detection location attribute for each patch | |
view = view.set_field("location", F("ground_truth.det_loc")) | |
session = fo.launch_app(view) |
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