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SODA-A

Introduced in Towards Large-Scale Small Object Detection: Survey and Benchmarks2022

About this Dataset

SODA-A is a large-scale benchmark specialized for small object detection task under aerial scenes, which has 800203 instances with oriented rectangle box annotation across 9 classes. It contains 2510 high-resolution images extracted from Google Earth.

Source: Towards Large-Scale Small Object Detection: Survey and Benchmarks

Dataset Variants

SODA-A

Papers1

Towards Large-Scale Small Object Detection: Survey and Benchmarks

The proposed datasets are the first-ever attempt to large-scale benchmarks with a vast collection of exhaustively annotated instances tailored for multi-category SOD, and are expected to facilitate the development of SOD and spawn more breakthroughs in this field.

Tasks

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Object Detection In Aerial Images Small Object Detection Oriented Object Detection

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