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Detection and Classification of Astronomical Targets with Deep Neural Networks in Wide-field Small Aperture Telescopes

  • Authors: Peng Jia, Qiang Liu, and Yongyang Sun

2020 The Astronomical Journal 159 212.

  • Provider: AAS Journals

Caption: Figure 5.

Mean average precision curve under the condition of the warming-up learning rate and a test set of 500 images, We have drawn the test precision of each epoch under 30 epochs. As we can see, the value of mAP began to stabilize around 0.8 after the 30th epoch.

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