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Glossary | ||
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A collection of common terms used in :mod:`torchgeo` that may be unfamiliar to either: | ||
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1. Deep learning researchers who don't know remote sensing | ||
2. Remote sensing researchers who don't know deep learning | ||
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.. glossary:: | ||
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chip | ||
Synonym for :term:`patch`. A smaller image sampled from a larger :term:`tile`. | ||
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classification | ||
A computer vision task that involves predicting the image class for an entire image or a specific bounding box. | ||
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instance segmentation | ||
A computer vision task that involves predicting labels for each pixel in an image such that each object has a unique label. | ||
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object detection | ||
A computer vision task that involves predicting bounding boxes around each object in an image. | ||
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patch | ||
Synonym for :term:`chip`. A smaller image sampled from a larger :term:`tile`. | ||
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regression | ||
A computer vision task that involves predicting a real valued number based on an image. | ||
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semantic segmentation | ||
A computer vision task that involves predicting labels for each pixel in an image such that each class has a unique label. | ||
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swath | ||
A set of :term:`tiles <tile>` along a satellite trajectory. | ||
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tile | ||
A single image file taken by a remote sensor like a satellite. |
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